{
  "configurations": 600,
  "seeds": [
    42,
    43
  ],
  "design_seed": 20261006,
  "rows": [
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      "name": "000_corrected_flu",
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    {
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    {
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    {
      "name": "002_corrected_flu",
      "block": 2,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.025,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=240,patience=25,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "002_corrected_flu_covid",
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    },
    {
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    },
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      "name": "002_corrected_all",
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      "scenario": "pilot_method=corrected,forecast_targets=flu,correction_weeks=2,joint_weight=0.025,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=240,patience=25,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "003_two_stage_flu",
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    {
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    },
    {
      "name": "004_two_stage_flu",
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    {
      "name": "004_two_stage_flu_covid",
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    },
    {
      "name": "004_two_stage_flu_rsv",
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    },
    {
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    },
    {
      "name": "005_early_flu",
      "block": 5,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,epochs=240,patience=25,lr=0.002,fit_partition=pathogen,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "005_early_flu_covid",
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    },
    {
      "name": "005_early_flu_rsv",
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    },
    {
      "name": "005_early_all",
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      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,correction_weeks=2,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,epochs=240,patience=25,lr=0.002,fit_partition=pathogen,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "006_early_flu",
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      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.025,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,epochs=240,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "006_early_flu_covid",
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      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.025,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,epochs=240,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "006_early_flu_rsv",
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      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.025,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,epochs=240,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
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    },
    {
      "name": "007_reported_flu",
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    },
    {
      "name": "007_reported_flu_covid",
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      "scenario": "pilot_method=reported,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=160,patience=25,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "007_reported_flu_rsv",
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      "scenario": "pilot_method=reported,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=160,patience=25,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "007_reported_all",
      "block": 7,
      "scenario": "pilot_method=reported,forecast_targets=flu,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=160,patience=25,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "008_joint_flu",
      "block": 8,
      "scenario": "pilot_method=joint,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.5,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,decoder=quantile,width=96,epochs=240,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "008_joint_flu_covid",
      "block": 8,
      "scenario": "pilot_method=joint,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.5,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,decoder=quantile,width=96,epochs=240,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "008_joint_flu_rsv",
      "block": 8,
      "scenario": "pilot_method=joint,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.5,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,decoder=quantile,width=96,epochs=240,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "008_joint_all",
      "block": 8,
      "scenario": "pilot_method=joint,forecast_targets=flu,correction_weeks=2,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.5,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,decoder=quantile,width=96,epochs=240,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "009_finalized_flu",
      "block": 9,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,nowcast_weeks=4,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "009_finalized_flu_covid",
      "block": 9,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,nowcast_weeks=4,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "009_finalized_flu_rsv",
      "block": 9,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,nowcast_weeks=4,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "009_finalized_all",
      "block": 9,
      "scenario": "pilot_method=finalized,forecast_targets=flu,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,nowcast_weeks=4,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "010_corrected_flu",
      "block": 10,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.05,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "010_corrected_flu_covid",
      "block": 10,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.05,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "010_corrected_flu_rsv",
      "block": 10,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.05,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "010_corrected_all",
      "block": 10,
      "scenario": "pilot_method=corrected,forecast_targets=flu,correction_weeks=4,joint_weight=0.05,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "011_corrected_flu",
      "block": 11,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.025,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "011_corrected_flu_covid",
      "block": 11,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.025,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "011_corrected_flu_rsv",
      "block": 11,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.025,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "011_corrected_all",
      "block": 11,
      "scenario": "pilot_method=corrected,forecast_targets=flu,correction_weeks=4,joint_weight=0.025,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "012_corrected_flu",
      "block": 12,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.025,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=240,patience=25,fit_partition=pathogen,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "012_corrected_flu_covid",
      "block": 12,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.025,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=240,patience=25,fit_partition=pathogen,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "012_corrected_flu_rsv",
      "block": 12,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.025,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=240,patience=25,fit_partition=pathogen,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "012_corrected_all",
      "block": 12,
      "scenario": "pilot_method=corrected,forecast_targets=flu,joint_weight=0.025,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=240,patience=25,fit_partition=pathogen,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "013_two_stage_flu",
      "block": 13,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,epochs=160,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "013_two_stage_flu_covid",
      "block": 13,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,epochs=160,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "013_two_stage_flu_rsv",
      "block": 13,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,epochs=160,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "013_two_stage_all",
      "block": 13,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,correction_weeks=4,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,epochs=160,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "014_two_stage_flu",
      "block": 14,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.025,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=240,patience=25,lr=0.0003,fit_partition=pathogen,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "014_two_stage_flu_covid",
      "block": 14,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.025,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=240,patience=25,lr=0.0003,fit_partition=pathogen,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "014_two_stage_flu_rsv",
      "block": 14,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.025,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=240,patience=25,lr=0.0003,fit_partition=pathogen,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "014_two_stage_all",
      "block": 14,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,joint_weight=0.025,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=240,patience=25,lr=0.0003,fit_partition=pathogen,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "015_early_flu",
      "block": 15,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.05,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=32,epochs=240,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "015_early_flu_covid",
      "block": 15,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.05,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=32,epochs=240,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "015_early_flu_rsv",
      "block": 15,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.05,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=32,epochs=240,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "015_early_all",
      "block": 15,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,correction_weeks=4,joint_weight=0.05,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=32,epochs=240,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "016_early_flu",
      "block": 16,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,epochs=240,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "016_early_flu_covid",
      "block": 16,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,epochs=240,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "016_early_flu_rsv",
      "block": 16,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,epochs=240,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "016_early_all",
      "block": 16,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,epochs=240,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "017_reported_flu",
      "block": 17,
      "scenario": "pilot_method=reported,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=96,epochs=160,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "017_reported_flu_covid",
      "block": 17,
      "scenario": "pilot_method=reported,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=96,epochs=160,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "017_reported_flu_rsv",
      "block": 17,
      "scenario": "pilot_method=reported,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=96,epochs=160,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "017_reported_all",
      "block": 17,
      "scenario": "pilot_method=reported,forecast_targets=flu,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=96,epochs=160,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "018_joint_flu",
      "block": 18,
      "scenario": "pilot_method=joint,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=96,epochs=240,patience=25,lr=0.0005,fit_partition=pathogen,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "018_joint_flu_covid",
      "block": 18,
      "scenario": "pilot_method=joint,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=96,epochs=240,patience=25,lr=0.0005,fit_partition=pathogen,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "018_joint_flu_rsv",
      "block": 18,
      "scenario": "pilot_method=joint,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=96,epochs=240,patience=25,lr=0.0005,fit_partition=pathogen,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "018_joint_all",
      "block": 18,
      "scenario": "pilot_method=joint,forecast_targets=flu,correction_weeks=2,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=96,epochs=240,patience=25,lr=0.0005,fit_partition=pathogen,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "019_finalized_flu",
      "block": 19,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.05,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.5,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=160,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "019_finalized_flu_covid",
      "block": 19,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.05,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.5,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=160,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "019_finalized_flu_rsv",
      "block": 19,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.05,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.5,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=160,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "019_finalized_all",
      "block": 19,
      "scenario": "pilot_method=finalized,forecast_targets=flu,correction_weeks=4,joint_weight=0.05,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.5,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=160,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "020_corrected_flu",
      "block": 20,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.05,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=32,epochs=240,patience=25,lr=0.002,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "020_corrected_flu_covid",
      "block": 20,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.05,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=32,epochs=240,patience=25,lr=0.002,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "020_corrected_flu_rsv",
      "block": 20,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.05,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=32,epochs=240,patience=25,lr=0.002,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "020_corrected_all",
      "block": 20,
      "scenario": "pilot_method=corrected,forecast_targets=flu,correction_weeks=2,joint_weight=0.05,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=32,epochs=240,patience=25,lr=0.002,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "021_corrected_flu",
      "block": 21,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=240,patience=25,lr=0.0003,fit_partition=pathogen,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "021_corrected_flu_covid",
      "block": 21,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=240,patience=25,lr=0.0003,fit_partition=pathogen,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "021_corrected_flu_rsv",
      "block": 21,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=240,patience=25,lr=0.0003,fit_partition=pathogen,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "021_corrected_all",
      "block": 21,
      "scenario": "pilot_method=corrected,forecast_targets=flu,correction_weeks=2,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=240,patience=25,lr=0.0003,fit_partition=pathogen,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "022_corrected_flu",
      "block": 22,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.025,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=32,epochs=160,patience=25,fit_partition=target,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "022_corrected_flu_covid",
      "block": 22,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.025,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=32,epochs=160,patience=25,fit_partition=target,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "022_corrected_flu_rsv",
      "block": 22,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.025,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=32,epochs=160,patience=25,fit_partition=target,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "022_corrected_all",
      "block": 22,
      "scenario": "pilot_method=corrected,forecast_targets=flu,correction_weeks=2,joint_weight=0.025,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=32,epochs=160,patience=25,fit_partition=target,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "023_two_stage_flu",
      "block": 23,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.1,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=160,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "023_two_stage_flu_covid",
      "block": 23,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.1,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=160,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "023_two_stage_flu_rsv",
      "block": 23,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.1,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=160,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "023_two_stage_all",
      "block": 23,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,correction_weeks=2,joint_weight=0.1,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=160,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "024_two_stage_flu",
      "block": 24,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.025,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.25,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=160,patience=25,lr=0.002,fit_partition=pathogen,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "024_two_stage_flu_covid",
      "block": 24,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.025,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.25,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=160,patience=25,lr=0.002,fit_partition=pathogen,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "024_two_stage_flu_rsv",
      "block": 24,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.025,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.25,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=160,patience=25,lr=0.002,fit_partition=pathogen,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "024_two_stage_all",
      "block": 24,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,correction_weeks=4,joint_weight=0.025,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.25,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=160,patience=25,lr=0.002,fit_partition=pathogen,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "025_early_flu",
      "block": 25,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.05,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.25,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=160,patience=25,lr=0.002,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "025_early_flu_covid",
      "block": 25,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.05,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.25,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=160,patience=25,lr=0.002,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "025_early_flu_rsv",
      "block": 25,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.05,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.25,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=160,patience=25,lr=0.002,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "025_early_all",
      "block": 25,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,correction_weeks=2,joint_weight=0.05,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.25,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=160,patience=25,lr=0.002,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "026_early_flu",
      "block": 26,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.025,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,nowcast_weeks=4,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "026_early_flu_covid",
      "block": 26,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.025,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,nowcast_weeks=4,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "026_early_flu_rsv",
      "block": 26,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.025,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,nowcast_weeks=4,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "026_early_all",
      "block": 26,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,correction_weeks=2,joint_weight=0.025,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,nowcast_weeks=4,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "027_reported_flu",
      "block": 27,
      "scenario": "pilot_method=reported,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,fit_partition=target,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "027_reported_flu_covid",
      "block": 27,
      "scenario": "pilot_method=reported,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,fit_partition=target,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "027_reported_flu_rsv",
      "block": 27,
      "scenario": "pilot_method=reported,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,fit_partition=target,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "027_reported_all",
      "block": 27,
      "scenario": "pilot_method=reported,forecast_targets=flu,correction_weeks=4,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,fit_partition=target,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "028_joint_flu",
      "block": 28,
      "scenario": "pilot_method=joint,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.025,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "028_joint_flu_covid",
      "block": 28,
      "scenario": "pilot_method=joint,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.025,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "028_joint_flu_rsv",
      "block": 28,
      "scenario": "pilot_method=joint,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.025,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "028_joint_all",
      "block": 28,
      "scenario": "pilot_method=joint,forecast_targets=flu,joint_weight=0.025,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "029_finalized_flu",
      "block": 29,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.05,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=240,patience=25,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "029_finalized_flu_covid",
      "block": 29,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.05,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=240,patience=25,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "029_finalized_flu_rsv",
      "block": 29,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.05,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=240,patience=25,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "029_finalized_all",
      "block": 29,
      "scenario": "pilot_method=finalized,forecast_targets=flu,correction_weeks=2,joint_weight=0.05,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=240,patience=25,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "030_corrected_flu",
      "block": 30,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.025,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,nowcast_weeks=4,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=32,epochs=160,patience=25,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "030_corrected_flu_covid",
      "block": 30,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.025,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,nowcast_weeks=4,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=32,epochs=160,patience=25,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "030_corrected_flu_rsv",
      "block": 30,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.025,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,nowcast_weeks=4,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=32,epochs=160,patience=25,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "030_corrected_all",
      "block": 30,
      "scenario": "pilot_method=corrected,forecast_targets=flu,correction_weeks=2,joint_weight=0.025,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,nowcast_weeks=4,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=32,epochs=160,patience=25,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "031_corrected_flu",
      "block": 31,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=160,patience=25,lr=0.0005,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "031_corrected_flu_covid",
      "block": 31,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=160,patience=25,lr=0.0005,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "031_corrected_flu_rsv",
      "block": 31,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=160,patience=25,lr=0.0005,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "031_corrected_all",
      "block": 31,
      "scenario": "pilot_method=corrected,forecast_targets=flu,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=160,patience=25,lr=0.0005,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "032_corrected_flu",
      "block": 32,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.25,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=pathogen,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "032_corrected_flu_covid",
      "block": 32,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.25,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=pathogen,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "032_corrected_flu_rsv",
      "block": 32,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.25,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=pathogen,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "032_corrected_all",
      "block": 32,
      "scenario": "pilot_method=corrected,forecast_targets=flu,correction_weeks=2,joint_weight=0.25,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=pathogen,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "033_two_stage_flu",
      "block": 33,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=160,patience=25,fit_partition=pathogen,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "033_two_stage_flu_covid",
      "block": 33,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=160,patience=25,fit_partition=pathogen,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "033_two_stage_flu_rsv",
      "block": 33,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=160,patience=25,fit_partition=pathogen,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "033_two_stage_all",
      "block": 33,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=160,patience=25,fit_partition=pathogen,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "034_two_stage_flu",
      "block": 34,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.025,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,lr=0.0003,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "034_two_stage_flu_covid",
      "block": 34,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.025,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,lr=0.0003,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "034_two_stage_flu_rsv",
      "block": 34,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.025,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,lr=0.0003,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "034_two_stage_all",
      "block": 34,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,correction_weeks=4,joint_weight=0.025,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,lr=0.0003,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "035_early_flu",
      "block": 35,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.025,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "035_early_flu_covid",
      "block": 35,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.025,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "035_early_flu_rsv",
      "block": 35,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.025,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "035_early_all",
      "block": 35,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,correction_weeks=4,joint_weight=0.025,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "036_early_flu",
      "block": 36,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.05,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=240,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "036_early_flu_covid",
      "block": 36,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.05,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=240,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "036_early_flu_rsv",
      "block": 36,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.05,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=240,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "036_early_all",
      "block": 36,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,joint_weight=0.05,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=240,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "037_reported_flu",
      "block": 37,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.025,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=160,patience=25,lr=0.0003,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "037_reported_flu_covid",
      "block": 37,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.025,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=160,patience=25,lr=0.0003,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "037_reported_flu_rsv",
      "block": 37,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.025,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=160,patience=25,lr=0.0003,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "037_reported_all",
      "block": 37,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,correction_weeks=2,joint_weight=0.025,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=160,patience=25,lr=0.0003,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "038_joint_flu",
      "block": 38,
      "scenario": "pilot_method=joint,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,decoder=quantile,width=96,epochs=240,patience=25,lr=0.0003,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "038_joint_flu_covid",
      "block": 38,
      "scenario": "pilot_method=joint,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,decoder=quantile,width=96,epochs=240,patience=25,lr=0.0003,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "038_joint_flu_rsv",
      "block": 38,
      "scenario": "pilot_method=joint,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,decoder=quantile,width=96,epochs=240,patience=25,lr=0.0003,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "038_joint_all",
      "block": 38,
      "scenario": "pilot_method=joint,pilot_nowcaster=real_tree,forecast_targets=flu,correction_weeks=4,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,decoder=quantile,width=96,epochs=240,patience=25,lr=0.0003,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "039_finalized_flu",
      "block": 39,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.025,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "039_finalized_flu_covid",
      "block": 39,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.025,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "039_finalized_flu_rsv",
      "block": 39,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.025,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "039_finalized_all",
      "block": 39,
      "scenario": "pilot_method=finalized,forecast_targets=flu,correction_weeks=2,joint_weight=0.025,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "040_corrected_flu",
      "block": 40,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.025,correction_penalty=3.0,reporting_missingness=0,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=160,patience=25,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "040_corrected_flu_covid",
      "block": 40,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.025,correction_penalty=3.0,reporting_missingness=0,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=160,patience=25,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "040_corrected_flu_rsv",
      "block": 40,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.025,correction_penalty=3.0,reporting_missingness=0,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=160,patience=25,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "040_corrected_all",
      "block": 40,
      "scenario": "pilot_method=corrected,forecast_targets=flu,joint_weight=0.025,correction_penalty=3.0,reporting_missingness=0,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=160,patience=25,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "041_corrected_flu",
      "block": 41,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.025,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=240,patience=25,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "041_corrected_flu_covid",
      "block": 41,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.025,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=240,patience=25,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "041_corrected_flu_rsv",
      "block": 41,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.025,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=240,patience=25,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "041_corrected_all",
      "block": 41,
      "scenario": "pilot_method=corrected,forecast_targets=flu,correction_weeks=2,joint_weight=0.025,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=240,patience=25,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "042_corrected_flu",
      "block": 42,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.25,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.75,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,epochs=160,patience=25,lr=0.0003,fit_partition=target,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "042_corrected_flu_covid",
      "block": 42,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.25,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.75,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,epochs=160,patience=25,lr=0.0003,fit_partition=target,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "042_corrected_flu_rsv",
      "block": 42,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.25,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.75,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,epochs=160,patience=25,lr=0.0003,fit_partition=target,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "042_corrected_all",
      "block": 42,
      "scenario": "pilot_method=corrected,forecast_targets=flu,joint_weight=0.25,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.75,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,epochs=160,patience=25,lr=0.0003,fit_partition=target,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "043_two_stage_flu",
      "block": 43,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.1,reporting_missingness=0,reporting_strength=0.75,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=160,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "043_two_stage_flu_covid",
      "block": 43,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.1,reporting_missingness=0,reporting_strength=0.75,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=160,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "043_two_stage_flu_rsv",
      "block": 43,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.1,reporting_missingness=0,reporting_strength=0.75,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=160,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "043_two_stage_all",
      "block": 43,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,joint_weight=0.1,reporting_missingness=0,reporting_strength=0.75,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=160,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "044_two_stage_flu",
      "block": 44,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.025,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.75,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=32,epochs=240,patience=25,lr=0.0003,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "044_two_stage_flu_covid",
      "block": 44,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.025,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.75,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=32,epochs=240,patience=25,lr=0.0003,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "044_two_stage_flu_rsv",
      "block": 44,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.025,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.75,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=32,epochs=240,patience=25,lr=0.0003,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "044_two_stage_all",
      "block": 44,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,joint_weight=0.025,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.75,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=32,epochs=240,patience=25,lr=0.0003,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "045_early_flu",
      "block": 45,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "045_early_flu_covid",
      "block": 45,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "045_early_flu_rsv",
      "block": 45,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "045_early_all",
      "block": 45,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "046_early_flu",
      "block": 46,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.025,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "046_early_flu_covid",
      "block": 46,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.025,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "046_early_flu_rsv",
      "block": 46,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.025,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "046_early_all",
      "block": 46,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,joint_weight=0.025,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "047_reported_flu",
      "block": 47,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=96,epochs=240,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "047_reported_flu_covid",
      "block": 47,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=96,epochs=240,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "047_reported_flu_rsv",
      "block": 47,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=96,epochs=240,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "047_reported_all",
      "block": 47,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=96,epochs=240,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "048_joint_flu",
      "block": 48,
      "scenario": "pilot_method=joint,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=32,epochs=240,patience=25,lr=0.002,fit_partition=pathogen,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "048_joint_flu_covid",
      "block": 48,
      "scenario": "pilot_method=joint,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=32,epochs=240,patience=25,lr=0.002,fit_partition=pathogen,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "048_joint_flu_rsv",
      "block": 48,
      "scenario": "pilot_method=joint,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=32,epochs=240,patience=25,lr=0.002,fit_partition=pathogen,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "048_joint_all",
      "block": 48,
      "scenario": "pilot_method=joint,pilot_nowcaster=real_tree,forecast_targets=flu,correction_weeks=2,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=32,epochs=240,patience=25,lr=0.002,fit_partition=pathogen,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "049_finalized_flu",
      "block": 49,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=240,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "049_finalized_flu_covid",
      "block": 49,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=240,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "049_finalized_flu_rsv",
      "block": 49,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=240,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "049_finalized_all",
      "block": 49,
      "scenario": "pilot_method=finalized,forecast_targets=flu,correction_weeks=2,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=240,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "050_corrected_flu",
      "block": 50,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=160,patience=25,lr=0.0005,fit_partition=pathogen,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "050_corrected_flu_covid",
      "block": 50,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=160,patience=25,lr=0.0005,fit_partition=pathogen,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "050_corrected_flu_rsv",
      "block": 50,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=160,patience=25,lr=0.0005,fit_partition=pathogen,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "050_corrected_all",
      "block": 50,
      "scenario": "pilot_method=corrected,forecast_targets=flu,correction_weeks=2,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=160,patience=25,lr=0.0005,fit_partition=pathogen,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "051_corrected_flu",
      "block": 51,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.025,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,epochs=160,patience=25,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "051_corrected_flu_covid",
      "block": 51,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.025,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,epochs=160,patience=25,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "051_corrected_flu_rsv",
      "block": 51,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.025,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,epochs=160,patience=25,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "051_corrected_all",
      "block": 51,
      "scenario": "pilot_method=corrected,forecast_targets=flu,correction_weeks=2,joint_weight=0.025,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,epochs=160,patience=25,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "052_corrected_flu",
      "block": 52,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.025,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,width=96,epochs=240,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "052_corrected_flu_covid",
      "block": 52,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.025,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,width=96,epochs=240,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "052_corrected_flu_rsv",
      "block": 52,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.025,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,width=96,epochs=240,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "052_corrected_all",
      "block": 52,
      "scenario": "pilot_method=corrected,forecast_targets=flu,joint_weight=0.025,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,width=96,epochs=240,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "053_two_stage_flu",
      "block": 53,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=32,epochs=240,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "053_two_stage_flu_covid",
      "block": 53,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=32,epochs=240,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "053_two_stage_flu_rsv",
      "block": 53,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=32,epochs=240,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "053_two_stage_all",
      "block": 53,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=32,epochs=240,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "054_two_stage_flu",
      "block": 54,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.025,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=32,epochs=160,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "054_two_stage_flu_covid",
      "block": 54,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.025,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=32,epochs=160,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "054_two_stage_flu_rsv",
      "block": 54,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.025,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=32,epochs=160,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "054_two_stage_all",
      "block": 54,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,correction_weeks=2,joint_weight=0.025,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=32,epochs=160,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "055_early_flu",
      "block": 55,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.025,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,ed_transform=logit,loss_weights=flu_hosp_ed,epochs=240,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "055_early_flu_covid",
      "block": 55,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.025,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,ed_transform=logit,loss_weights=flu_hosp_ed,epochs=240,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "055_early_flu_rsv",
      "block": 55,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.025,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,ed_transform=logit,loss_weights=flu_hosp_ed,epochs=240,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "055_early_all",
      "block": 55,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,correction_weeks=2,joint_weight=0.025,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,ed_transform=logit,loss_weights=flu_hosp_ed,epochs=240,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "056_early_flu",
      "block": 56,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.025,correction_penalty=3.0,reporting_missingness=0,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=32,epochs=160,patience=25,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "056_early_flu_covid",
      "block": 56,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.025,correction_penalty=3.0,reporting_missingness=0,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=32,epochs=160,patience=25,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "056_early_flu_rsv",
      "block": 56,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.025,correction_penalty=3.0,reporting_missingness=0,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=32,epochs=160,patience=25,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "056_early_all",
      "block": 56,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,joint_weight=0.025,correction_penalty=3.0,reporting_missingness=0,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=32,epochs=160,patience=25,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "057_reported_flu",
      "block": 57,
      "scenario": "pilot_method=reported,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.25,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,decoder=quantile,width=96,epochs=240,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "057_reported_flu_covid",
      "block": 57,
      "scenario": "pilot_method=reported,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.25,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,decoder=quantile,width=96,epochs=240,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "057_reported_flu_rsv",
      "block": 57,
      "scenario": "pilot_method=reported,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.25,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,decoder=quantile,width=96,epochs=240,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "057_reported_all",
      "block": 57,
      "scenario": "pilot_method=reported,forecast_targets=flu,joint_weight=0.25,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,decoder=quantile,width=96,epochs=240,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "058_joint_flu",
      "block": 58,
      "scenario": "pilot_method=joint,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.25,reporting_missingness=0,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "058_joint_flu_covid",
      "block": 58,
      "scenario": "pilot_method=joint,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.25,reporting_missingness=0,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "058_joint_flu_rsv",
      "block": 58,
      "scenario": "pilot_method=joint,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.25,reporting_missingness=0,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "058_joint_all",
      "block": 58,
      "scenario": "pilot_method=joint,forecast_targets=flu,joint_weight=0.25,reporting_missingness=0,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "059_finalized_flu",
      "block": 59,
      "scenario": "pilot_method=finalized,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.05,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,epochs=240,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "059_finalized_flu_covid",
      "block": 59,
      "scenario": "pilot_method=finalized,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.05,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,epochs=240,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "059_finalized_flu_rsv",
      "block": 59,
      "scenario": "pilot_method=finalized,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.05,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,epochs=240,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "059_finalized_all",
      "block": 59,
      "scenario": "pilot_method=finalized,pilot_nowcaster=real_tree,forecast_targets=flu,correction_weeks=4,joint_weight=0.05,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,epochs=240,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "060_corrected_flu",
      "block": 60,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,epochs=160,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "060_corrected_flu_covid",
      "block": 60,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,epochs=160,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "060_corrected_flu_rsv",
      "block": 60,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,epochs=160,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "060_corrected_all",
      "block": 60,
      "scenario": "pilot_method=corrected,forecast_targets=flu,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,epochs=160,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "061_corrected_flu",
      "block": 61,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.025,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.5,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=96,epochs=240,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "061_corrected_flu_covid",
      "block": 61,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.025,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.5,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=96,epochs=240,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "061_corrected_flu_rsv",
      "block": 61,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.025,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.5,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=96,epochs=240,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "061_corrected_all",
      "block": 61,
      "scenario": "pilot_method=corrected,forecast_targets=flu,correction_weeks=2,joint_weight=0.025,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.5,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=96,epochs=240,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "062_corrected_flu",
      "block": 62,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.025,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=160,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "062_corrected_flu_covid",
      "block": 62,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.025,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=160,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "062_corrected_flu_rsv",
      "block": 62,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.025,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=160,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "062_corrected_all",
      "block": 62,
      "scenario": "pilot_method=corrected,forecast_targets=flu,correction_weeks=4,joint_weight=0.025,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=160,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "063_two_stage_flu",
      "block": 63,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.025,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.5,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=240,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "063_two_stage_flu_covid",
      "block": 63,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.025,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.5,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=240,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "063_two_stage_flu_rsv",
      "block": 63,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.025,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.5,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=240,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "063_two_stage_all",
      "block": 63,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,joint_weight=0.025,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.5,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=240,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "064_two_stage_flu",
      "block": 64,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.05,correction_strength=0.75,reporting_missingness=0,ed_transform=logit,loss_weights=flu_hosp_ed,width=96,epochs=240,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "064_two_stage_flu_covid",
      "block": 64,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.05,correction_strength=0.75,reporting_missingness=0,ed_transform=logit,loss_weights=flu_hosp_ed,width=96,epochs=240,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "064_two_stage_flu_rsv",
      "block": 64,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.05,correction_strength=0.75,reporting_missingness=0,ed_transform=logit,loss_weights=flu_hosp_ed,width=96,epochs=240,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "064_two_stage_all",
      "block": 64,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,correction_weeks=4,joint_weight=0.05,correction_strength=0.75,reporting_missingness=0,ed_transform=logit,loss_weights=flu_hosp_ed,width=96,epochs=240,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "065_early_flu",
      "block": 65,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.05,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.5,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=240,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "065_early_flu_covid",
      "block": 65,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.05,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.5,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=240,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "065_early_flu_rsv",
      "block": 65,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.05,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.5,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=240,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "065_early_all",
      "block": 65,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,correction_weeks=4,joint_weight=0.05,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.5,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=240,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "066_early_flu",
      "block": 66,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=240,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "066_early_flu_covid",
      "block": 66,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=240,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "066_early_flu_rsv",
      "block": 66,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=240,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "066_early_all",
      "block": 66,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=240,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "067_reported_flu",
      "block": 67,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.05,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=240,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "067_reported_flu_covid",
      "block": 67,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.05,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=240,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "067_reported_flu_rsv",
      "block": 67,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.05,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=240,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "067_reported_all",
      "block": 67,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,correction_weeks=2,joint_weight=0.05,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=240,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "068_joint_flu",
      "block": 68,
      "scenario": "pilot_method=joint,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.1,reporting_missingness=0,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "068_joint_flu_covid",
      "block": 68,
      "scenario": "pilot_method=joint,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.1,reporting_missingness=0,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "068_joint_flu_rsv",
      "block": 68,
      "scenario": "pilot_method=joint,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.1,reporting_missingness=0,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "068_joint_all",
      "block": 68,
      "scenario": "pilot_method=joint,pilot_nowcaster=real_tree,forecast_targets=flu,joint_weight=0.1,reporting_missingness=0,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "069_finalized_flu",
      "block": 69,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=240,patience=25,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "069_finalized_flu_covid",
      "block": 69,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=240,patience=25,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "069_finalized_flu_rsv",
      "block": 69,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=240,patience=25,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "069_finalized_all",
      "block": 69,
      "scenario": "pilot_method=finalized,forecast_targets=flu,correction_weeks=2,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=240,patience=25,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "070_corrected_flu",
      "block": 70,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.025,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "070_corrected_flu_covid",
      "block": 70,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.025,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "070_corrected_flu_rsv",
      "block": 70,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.025,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "070_corrected_all",
      "block": 70,
      "scenario": "pilot_method=corrected,forecast_targets=flu,correction_weeks=4,joint_weight=0.025,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "071_corrected_flu",
      "block": 71,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.05,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "071_corrected_flu_covid",
      "block": 71,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.05,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "071_corrected_flu_rsv",
      "block": 71,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.05,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "071_corrected_all",
      "block": 71,
      "scenario": "pilot_method=corrected,forecast_targets=flu,joint_weight=0.05,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "072_corrected_flu",
      "block": 72,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=32,epochs=240,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "072_corrected_flu_covid",
      "block": 72,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=32,epochs=240,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "072_corrected_flu_rsv",
      "block": 72,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=32,epochs=240,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "072_corrected_all",
      "block": 72,
      "scenario": "pilot_method=corrected,forecast_targets=flu,correction_weeks=4,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=32,epochs=240,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "073_two_stage_flu",
      "block": 73,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=96,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "073_two_stage_flu_covid",
      "block": 73,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=96,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "073_two_stage_flu_rsv",
      "block": 73,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=96,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "073_two_stage_all",
      "block": 73,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=96,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "074_two_stage_flu",
      "block": 74,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.025,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=240,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "074_two_stage_flu_covid",
      "block": 74,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.025,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=240,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "074_two_stage_flu_rsv",
      "block": 74,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.025,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=240,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "074_two_stage_all",
      "block": 74,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,correction_weeks=4,joint_weight=0.025,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=240,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "075_early_flu",
      "block": 75,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,epochs=240,patience=25,lr=0.002,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "075_early_flu_covid",
      "block": 75,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,epochs=240,patience=25,lr=0.002,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "075_early_flu_rsv",
      "block": 75,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,epochs=240,patience=25,lr=0.002,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "075_early_all",
      "block": 75,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,correction_weeks=4,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,epochs=240,patience=25,lr=0.002,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "076_early_flu",
      "block": 76,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.05,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "076_early_flu_covid",
      "block": 76,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.05,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "076_early_flu_rsv",
      "block": 76,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.05,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "076_early_all",
      "block": 76,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,joint_weight=0.05,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "077_reported_flu",
      "block": 77,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.025,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.75,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=32,epochs=240,patience=25,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "077_reported_flu_covid",
      "block": 77,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.025,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.75,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=32,epochs=240,patience=25,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "077_reported_flu_rsv",
      "block": 77,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.025,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.75,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=32,epochs=240,patience=25,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "077_reported_all",
      "block": 77,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,correction_weeks=2,joint_weight=0.025,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.75,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=32,epochs=240,patience=25,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "078_joint_flu",
      "block": 78,
      "scenario": "pilot_method=joint,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=240,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "078_joint_flu_covid",
      "block": 78,
      "scenario": "pilot_method=joint,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=240,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "078_joint_flu_rsv",
      "block": 78,
      "scenario": "pilot_method=joint,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=240,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "078_joint_all",
      "block": 78,
      "scenario": "pilot_method=joint,forecast_targets=flu,correction_weeks=2,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=240,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "079_finalized_flu",
      "block": 79,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.05,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,lr=0.0003,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "079_finalized_flu_covid",
      "block": 79,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.05,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,lr=0.0003,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "079_finalized_flu_rsv",
      "block": 79,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.05,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,lr=0.0003,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "079_finalized_all",
      "block": 79,
      "scenario": "pilot_method=finalized,forecast_targets=flu,correction_weeks=4,joint_weight=0.05,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,lr=0.0003,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "080_corrected_flu",
      "block": 80,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.025,reporting_missingness=0,reporting_strength=0.5,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=240,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "080_corrected_flu_covid",
      "block": 80,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.025,reporting_missingness=0,reporting_strength=0.5,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=240,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "080_corrected_flu_rsv",
      "block": 80,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.025,reporting_missingness=0,reporting_strength=0.5,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=240,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "080_corrected_all",
      "block": 80,
      "scenario": "pilot_method=corrected,forecast_targets=flu,joint_weight=0.025,reporting_missingness=0,reporting_strength=0.5,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=96,epochs=240,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "081_corrected_flu",
      "block": 81,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.25,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "081_corrected_flu_covid",
      "block": 81,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.25,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "081_corrected_flu_rsv",
      "block": 81,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.25,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "081_corrected_all",
      "block": 81,
      "scenario": "pilot_method=corrected,forecast_targets=flu,joint_weight=0.25,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "082_corrected_flu",
      "block": 82,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=160,patience=25,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "082_corrected_flu_covid",
      "block": 82,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=160,patience=25,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "082_corrected_flu_rsv",
      "block": 82,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=160,patience=25,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "082_corrected_all",
      "block": 82,
      "scenario": "pilot_method=corrected,forecast_targets=flu,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=160,patience=25,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "083_two_stage_flu",
      "block": 83,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.05,correction_penalty=30.0,reporting_missingness=0,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,width=96,epochs=160,patience=25,lr=0.002,fit_partition=pathogen,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "083_two_stage_flu_covid",
      "block": 83,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.05,correction_penalty=30.0,reporting_missingness=0,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,width=96,epochs=160,patience=25,lr=0.002,fit_partition=pathogen,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "083_two_stage_flu_rsv",
      "block": 83,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.05,correction_penalty=30.0,reporting_missingness=0,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,width=96,epochs=160,patience=25,lr=0.002,fit_partition=pathogen,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "083_two_stage_all",
      "block": 83,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,correction_weeks=2,joint_weight=0.05,correction_penalty=30.0,reporting_missingness=0,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,width=96,epochs=160,patience=25,lr=0.002,fit_partition=pathogen,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "084_two_stage_flu",
      "block": 84,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.025,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "084_two_stage_flu_covid",
      "block": 84,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.025,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "084_two_stage_flu_rsv",
      "block": 84,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.025,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "084_two_stage_all",
      "block": 84,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,correction_weeks=4,joint_weight=0.025,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=240,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "085_early_flu",
      "block": 85,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.1,correction_strength=0.5,reporting_missingness=0,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "085_early_flu_covid",
      "block": 85,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.1,correction_strength=0.5,reporting_missingness=0,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "085_early_flu_rsv",
      "block": 85,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.1,correction_strength=0.5,reporting_missingness=0,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "085_early_all",
      "block": 85,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,correction_weeks=4,joint_weight=0.1,correction_strength=0.5,reporting_missingness=0,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "086_early_flu",
      "block": 86,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.025,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,epochs=240,patience=25,lr=0.0003,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "086_early_flu_covid",
      "block": 86,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.025,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,epochs=240,patience=25,lr=0.0003,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "086_early_flu_rsv",
      "block": 86,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.025,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,epochs=240,patience=25,lr=0.0003,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "086_early_all",
      "block": 86,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,joint_weight=0.025,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,epochs=240,patience=25,lr=0.0003,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "087_reported_flu",
      "block": 87,
      "scenario": "pilot_method=reported,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.25,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=32,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "087_reported_flu_covid",
      "block": 87,
      "scenario": "pilot_method=reported,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.25,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=32,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "087_reported_flu_rsv",
      "block": 87,
      "scenario": "pilot_method=reported,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.25,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=32,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "087_reported_all",
      "block": 87,
      "scenario": "pilot_method=reported,forecast_targets=flu,correction_weeks=2,joint_weight=0.25,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=32,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "088_joint_flu",
      "block": 88,
      "scenario": "pilot_method=joint,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.25,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.5,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=32,epochs=240,patience=25,lr=0.0003,fit_partition=pathogen,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "088_joint_flu_covid",
      "block": 88,
      "scenario": "pilot_method=joint,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.25,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.5,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=32,epochs=240,patience=25,lr=0.0003,fit_partition=pathogen,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "088_joint_flu_rsv",
      "block": 88,
      "scenario": "pilot_method=joint,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.25,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.5,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=32,epochs=240,patience=25,lr=0.0003,fit_partition=pathogen,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "088_joint_all",
      "block": 88,
      "scenario": "pilot_method=joint,forecast_targets=flu,joint_weight=0.25,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.5,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=32,epochs=240,patience=25,lr=0.0003,fit_partition=pathogen,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "089_finalized_flu",
      "block": 89,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=160,patience=25,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "089_finalized_flu_covid",
      "block": 89,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=160,patience=25,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "089_finalized_flu_rsv",
      "block": 89,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=160,patience=25,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "089_finalized_all",
      "block": 89,
      "scenario": "pilot_method=finalized,forecast_targets=flu,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=96,epochs=160,patience=25,fit_partition=pathogen,weight_decay=0.001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "090_corrected_flu",
      "block": 90,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.25,reporting_missingness=0,reporting_strength=0.75,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "090_corrected_flu_covid",
      "block": 90,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.25,reporting_missingness=0,reporting_strength=0.75,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "090_corrected_flu_rsv",
      "block": 90,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.25,reporting_missingness=0,reporting_strength=0.75,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "090_corrected_all",
      "block": 90,
      "scenario": "pilot_method=corrected,forecast_targets=flu,correction_weeks=4,joint_weight=0.25,reporting_missingness=0,reporting_strength=0.75,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "091_corrected_flu",
      "block": 91,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.05,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=96,epochs=160,patience=25,lr=0.0005,fit_partition=pathogen,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "091_corrected_flu_covid",
      "block": 91,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.05,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=96,epochs=160,patience=25,lr=0.0005,fit_partition=pathogen,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "091_corrected_flu_rsv",
      "block": 91,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.05,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=96,epochs=160,patience=25,lr=0.0005,fit_partition=pathogen,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "091_corrected_all",
      "block": 91,
      "scenario": "pilot_method=corrected,forecast_targets=flu,correction_weeks=2,joint_weight=0.05,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,width=96,epochs=160,patience=25,lr=0.0005,fit_partition=pathogen,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "092_corrected_flu",
      "block": 92,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.1,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=240,patience=25,lr=0.002,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "092_corrected_flu_covid",
      "block": 92,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.1,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=240,patience=25,lr=0.002,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "092_corrected_flu_rsv",
      "block": 92,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.1,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=240,patience=25,lr=0.002,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "092_corrected_all",
      "block": 92,
      "scenario": "pilot_method=corrected,forecast_targets=flu,correction_weeks=4,joint_weight=0.1,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=240,patience=25,lr=0.002,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "093_two_stage_flu",
      "block": 93,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,decoder=quantile,width=96,epochs=240,patience=25,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "093_two_stage_flu_covid",
      "block": 93,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,decoder=quantile,width=96,epochs=240,patience=25,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "093_two_stage_flu_rsv",
      "block": 93,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,decoder=quantile,width=96,epochs=240,patience=25,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "093_two_stage_all",
      "block": 93,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,decoder=quantile,width=96,epochs=240,patience=25,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "094_two_stage_flu",
      "block": 94,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.025,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,epochs=240,patience=25,lr=0.0005,fit_partition=pathogen,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "094_two_stage_flu_covid",
      "block": 94,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.025,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,epochs=240,patience=25,lr=0.0005,fit_partition=pathogen,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "094_two_stage_flu_rsv",
      "block": 94,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.025,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,epochs=240,patience=25,lr=0.0005,fit_partition=pathogen,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "094_two_stage_all",
      "block": 94,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,correction_weeks=2,joint_weight=0.025,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,epochs=240,patience=25,lr=0.0005,fit_partition=pathogen,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "095_early_flu",
      "block": 95,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.05,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,epochs=160,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "095_early_flu_covid",
      "block": 95,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.05,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,epochs=160,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "095_early_flu_rsv",
      "block": 95,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.05,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,epochs=160,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "095_early_all",
      "block": 95,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,correction_weeks=4,joint_weight=0.05,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,epochs=160,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "096_early_flu",
      "block": 96,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.025,reporting_missingness=0,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "096_early_flu_covid",
      "block": 96,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.025,reporting_missingness=0,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "096_early_flu_rsv",
      "block": 96,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.025,reporting_missingness=0,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "096_early_all",
      "block": 96,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,correction_weeks=4,joint_weight=0.025,reporting_missingness=0,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "097_reported_flu",
      "block": 97,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.05,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,epochs=240,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "097_reported_flu_covid",
      "block": 97,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.05,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,epochs=240,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "097_reported_flu_rsv",
      "block": 97,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.05,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,epochs=240,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "097_reported_all",
      "block": 97,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,joint_weight=0.05,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,epochs=240,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "098_joint_flu",
      "block": 98,
      "scenario": "pilot_method=joint,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.25,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.5,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "098_joint_flu_covid",
      "block": 98,
      "scenario": "pilot_method=joint,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.25,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.5,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "098_joint_flu_rsv",
      "block": 98,
      "scenario": "pilot_method=joint,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.25,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.5,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "098_joint_all",
      "block": 98,
      "scenario": "pilot_method=joint,forecast_targets=flu,correction_weeks=2,joint_weight=0.25,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.5,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "099_finalized_flu",
      "block": 99,
      "scenario": "pilot_method=finalized,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.1,correction_strength=0.5,reporting_missingness=0,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,epochs=160,patience=25,fit_partition=pathogen,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "099_finalized_flu_covid",
      "block": 99,
      "scenario": "pilot_method=finalized,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.1,correction_strength=0.5,reporting_missingness=0,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,epochs=160,patience=25,fit_partition=pathogen,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "099_finalized_flu_rsv",
      "block": 99,
      "scenario": "pilot_method=finalized,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.1,correction_strength=0.5,reporting_missingness=0,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,epochs=160,patience=25,fit_partition=pathogen,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "099_finalized_all",
      "block": 99,
      "scenario": "pilot_method=finalized,pilot_nowcaster=real_tree,forecast_targets=flu,correction_weeks=4,joint_weight=0.1,correction_strength=0.5,reporting_missingness=0,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,epochs=160,patience=25,fit_partition=pathogen,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "100_corrected_flu",
      "block": 100,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "100_corrected_flu_covid",
      "block": 100,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "100_corrected_flu_rsv",
      "block": 100,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "100_corrected_all",
      "block": 100,
      "scenario": "pilot_method=corrected,forecast_targets=flu,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,width=32,epochs=160,patience=25,lr=0.002,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "101_corrected_flu",
      "block": 101,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=240,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "101_corrected_flu_covid",
      "block": 101,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=240,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "101_corrected_flu_rsv",
      "block": 101,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=240,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "101_corrected_all",
      "block": 101,
      "scenario": "pilot_method=corrected,forecast_targets=flu,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=240,patience=25,lr=0.0003,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "102_corrected_flu",
      "block": 102,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.05,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,epochs=160,patience=25,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "102_corrected_flu_covid",
      "block": 102,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.05,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,epochs=160,patience=25,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "102_corrected_flu_rsv",
      "block": 102,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.05,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,epochs=160,patience=25,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "102_corrected_all",
      "block": 102,
      "scenario": "pilot_method=corrected,forecast_targets=flu,correction_weeks=4,joint_weight=0.05,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,epochs=160,patience=25,fit_partition=target,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "103_two_stage_flu",
      "block": 103,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.025,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,epochs=240,patience=25,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "103_two_stage_flu_covid",
      "block": 103,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.025,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,epochs=240,patience=25,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "103_two_stage_flu_rsv",
      "block": 103,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.025,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,epochs=240,patience=25,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "103_two_stage_all",
      "block": 103,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,joint_weight=0.025,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,epochs=240,patience=25,fit_partition=target,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "104_two_stage_flu",
      "block": 104,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.05,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "104_two_stage_flu_covid",
      "block": 104,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.05,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "104_two_stage_flu_rsv",
      "block": 104,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.05,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "104_two_stage_all",
      "block": 104,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,correction_weeks=2,joint_weight=0.05,correction_penalty=3.0,correction_strength=0.5,reporting_missingness=0,lookback=16,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "105_early_flu",
      "block": 105,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,decoder=quantile,width=32,epochs=160,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "105_early_flu_covid",
      "block": 105,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,decoder=quantile,width=32,epochs=160,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "105_early_flu_rsv",
      "block": 105,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,decoder=quantile,width=32,epochs=160,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "105_early_all",
      "block": 105,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.5,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=distance,decoder=quantile,width=32,epochs=160,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "106_early_flu",
      "block": 106,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,epochs=160,patience=25,fit_partition=target,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "106_early_flu_covid",
      "block": 106,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,epochs=160,patience=25,fit_partition=target,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "106_early_flu_rsv",
      "block": 106,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,epochs=160,patience=25,fit_partition=target,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "106_early_all",
      "block": 106,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,correction_weeks=4,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,decoder=quantile,epochs=160,patience=25,fit_partition=target,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "107_reported_flu",
      "block": 107,
      "scenario": "pilot_method=reported,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=160,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "107_reported_flu_covid",
      "block": 107,
      "scenario": "pilot_method=reported,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=160,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "107_reported_flu_rsv",
      "block": 107,
      "scenario": "pilot_method=reported,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=160,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "107_reported_all",
      "block": 107,
      "scenario": "pilot_method=reported,forecast_targets=flu,joint_weight=0.25,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.75,nowcast_weeks=4,lookback=16,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,epochs=160,patience=25,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "108_joint_flu",
      "block": 108,
      "scenario": "pilot_method=joint,forecast_targets=flu,pathogen_inputs=flu,joint_weight=0.025,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=160,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "108_joint_flu_covid",
      "block": 108,
      "scenario": "pilot_method=joint,forecast_targets=flu,pathogen_inputs=flu_covid,joint_weight=0.025,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=160,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "108_joint_flu_rsv",
      "block": 108,
      "scenario": "pilot_method=joint,forecast_targets=flu,pathogen_inputs=flu_rsv,joint_weight=0.025,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=160,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "108_joint_all",
      "block": 108,
      "scenario": "pilot_method=joint,forecast_targets=flu,joint_weight=0.025,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,width=32,epochs=160,patience=25,lr=0.002,fit_partition=target,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "109_finalized_flu",
      "block": 109,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu,correction_weeks=2,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=pathogen,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "109_finalized_flu_covid",
      "block": 109,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu_covid,correction_weeks=2,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=pathogen,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "109_finalized_flu_rsv",
      "block": 109,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu_rsv,correction_weeks=2,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=pathogen,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "109_finalized_all",
      "block": 109,
      "scenario": "pilot_method=finalized,forecast_targets=flu,correction_weeks=2,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,spatial=neighbors,decoder=quantile,width=32,epochs=160,patience=25,lr=0.0005,fit_partition=pathogen,weight_decay=0.0001,covariate_encoder=summary,covariate_set=kinsa,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "110_corrected_series_mlp_none_own_flu",
      "block": 110,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,ili_steps=400,correction_weeks=2,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mlp,decoder=quantile,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "110_corrected_series_mlp_none_own_flu_covid",
      "block": 110,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,ili_steps=400,correction_weeks=2,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mlp,decoder=quantile,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "110_corrected_series_mlp_none_own_flu_rsv",
      "block": 110,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,ili_steps=400,correction_weeks=2,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mlp,decoder=quantile,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "110_corrected_series_mlp_none_own_all",
      "block": 110,
      "scenario": "pilot_method=corrected,forecast_targets=flu,ili_steps=400,correction_weeks=2,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mlp,decoder=quantile,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "111_corrected_series_mlp_pretrain_own_flu",
      "block": 111,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,ili_steps=400,correction_weeks=2,ili_training=pretrain,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mlp,decoder=quantile,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "111_corrected_series_mlp_pretrain_own_flu_covid",
      "block": 111,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,ili_steps=400,correction_weeks=2,ili_training=pretrain,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mlp,decoder=quantile,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "111_corrected_series_mlp_pretrain_own_flu_rsv",
      "block": 111,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,ili_steps=400,correction_weeks=2,ili_training=pretrain,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mlp,decoder=quantile,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "111_corrected_series_mlp_pretrain_own_all",
      "block": 111,
      "scenario": "pilot_method=corrected,forecast_targets=flu,ili_steps=400,correction_weeks=2,ili_training=pretrain,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mlp,decoder=quantile,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "112_corrected_series_mlp_pretrain_flu_scaled_flu",
      "block": 112,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,ili_units=flu_scaled,ili_steps=400,correction_weeks=2,ili_training=pretrain,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mlp,decoder=quantile,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "112_corrected_series_mlp_pretrain_flu_scaled_flu_covid",
      "block": 112,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,ili_units=flu_scaled,ili_steps=400,correction_weeks=2,ili_training=pretrain,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mlp,decoder=quantile,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "112_corrected_series_mlp_pretrain_flu_scaled_flu_rsv",
      "block": 112,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,ili_units=flu_scaled,ili_steps=400,correction_weeks=2,ili_training=pretrain,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mlp,decoder=quantile,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "112_corrected_series_mlp_pretrain_flu_scaled_all",
      "block": 112,
      "scenario": "pilot_method=corrected,forecast_targets=flu,ili_units=flu_scaled,ili_steps=400,correction_weeks=2,ili_training=pretrain,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mlp,decoder=quantile,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "113_corrected_series_mlp_joint_flu_scaled_flu",
      "block": 113,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,ili_units=flu_scaled,ili_steps=400,correction_weeks=2,ili_training=joint,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mlp,decoder=quantile,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "113_corrected_series_mlp_joint_flu_scaled_flu_covid",
      "block": 113,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,ili_units=flu_scaled,ili_steps=400,correction_weeks=2,ili_training=joint,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mlp,decoder=quantile,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "113_corrected_series_mlp_joint_flu_scaled_flu_rsv",
      "block": 113,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,ili_units=flu_scaled,ili_steps=400,correction_weeks=2,ili_training=joint,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mlp,decoder=quantile,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "113_corrected_series_mlp_joint_flu_scaled_all",
      "block": 113,
      "scenario": "pilot_method=corrected,forecast_targets=flu,ili_units=flu_scaled,ili_steps=400,correction_weeks=2,ili_training=joint,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,correction_strength=0.75,reporting_missingness=0,nowcast_weeks=4,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mlp,decoder=quantile,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "114_corrected_series_mlp_none_own_flu",
      "block": 114,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,ili_steps=400,ili_weight=0.05,joint_weight=0.025,correction_strength=0.5,reporting_missingness=0,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mlp,decoder=quantile,epochs=320,patience=40,lr=0.0003,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "114_corrected_series_mlp_none_own_flu_covid",
      "block": 114,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,ili_steps=400,ili_weight=0.05,joint_weight=0.025,correction_strength=0.5,reporting_missingness=0,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mlp,decoder=quantile,epochs=320,patience=40,lr=0.0003,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "114_corrected_series_mlp_none_own_flu_rsv",
      "block": 114,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,ili_steps=400,ili_weight=0.05,joint_weight=0.025,correction_strength=0.5,reporting_missingness=0,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mlp,decoder=quantile,epochs=320,patience=40,lr=0.0003,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "114_corrected_series_mlp_none_own_all",
      "block": 114,
      "scenario": "pilot_method=corrected,forecast_targets=flu,ili_steps=400,ili_weight=0.05,joint_weight=0.025,correction_strength=0.5,reporting_missingness=0,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mlp,decoder=quantile,epochs=320,patience=40,lr=0.0003,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "115_corrected_series_mlp_pretrain_own_flu",
      "block": 115,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,ili_steps=400,ili_training=pretrain,ili_weight=0.05,joint_weight=0.025,correction_strength=0.5,reporting_missingness=0,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mlp,decoder=quantile,epochs=320,patience=40,lr=0.0003,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "115_corrected_series_mlp_pretrain_own_flu_covid",
      "block": 115,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_covid,ili_steps=400,ili_training=pretrain,ili_weight=0.05,joint_weight=0.025,correction_strength=0.5,reporting_missingness=0,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mlp,decoder=quantile,epochs=320,patience=40,lr=0.0003,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "115_corrected_series_mlp_pretrain_own_flu_rsv",
      "block": 115,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu_rsv,ili_steps=400,ili_training=pretrain,ili_weight=0.05,joint_weight=0.025,correction_strength=0.5,reporting_missingness=0,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mlp,decoder=quantile,epochs=320,patience=40,lr=0.0003,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "115_corrected_series_mlp_pretrain_own_all",
      "block": 115,
      "scenario": "pilot_method=corrected,forecast_targets=flu,ili_steps=400,ili_training=pretrain,ili_weight=0.05,joint_weight=0.025,correction_strength=0.5,reporting_missingness=0,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mlp,decoder=quantile,epochs=320,patience=40,lr=0.0003,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "116_corrected_series_mlp_pretrain_flu_scaled_flu",
      "block": 116,
      "scenario": "pilot_method=corrected,forecast_targets=flu,pathogen_inputs=flu,ili_units=flu_scaled,ili_steps=400,ili_training=pretrain,ili_weight=0.05,joint_weight=0.025,correction_strength=0.5,reporting_missingness=0,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mlp,decoder=quantile,epochs=320,patience=40,lr=0.0003,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "116_corrected_series_mlp_pretrain_flu_scaled_flu_covid",
      "block": 116,
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    {
      "name": "124_two_stage_series_mixer_pretrain_flu_scaled_flu",
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      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,ili_units=flu_scaled,ili_steps=400,correction_weeks=4,ili_training=pretrain,ili_weight=0.05,joint_weight=0.05,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.5,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=32,epochs=320,patience=40,lr=0.0003,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
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    {
      "name": "124_two_stage_series_mixer_pretrain_flu_scaled_flu_covid",
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      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,ili_units=flu_scaled,ili_steps=400,correction_weeks=4,ili_training=pretrain,ili_weight=0.05,joint_weight=0.05,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.5,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=32,epochs=320,patience=40,lr=0.0003,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
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    {
      "name": "124_two_stage_series_mixer_pretrain_flu_scaled_flu_rsv",
      "block": 124,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,ili_units=flu_scaled,ili_steps=400,correction_weeks=4,ili_training=pretrain,ili_weight=0.05,joint_weight=0.05,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.5,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=32,epochs=320,patience=40,lr=0.0003,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
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    {
      "name": "124_two_stage_series_mixer_pretrain_flu_scaled_all",
      "block": 124,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,ili_units=flu_scaled,ili_steps=400,correction_weeks=4,ili_training=pretrain,ili_weight=0.05,joint_weight=0.05,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.5,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=32,epochs=320,patience=40,lr=0.0003,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "125_two_stage_series_mixer_joint_flu_scaled_flu",
      "block": 125,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,ili_units=flu_scaled,ili_steps=400,correction_weeks=4,ili_training=joint,ili_weight=0.05,joint_weight=0.05,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.5,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=32,epochs=320,patience=40,lr=0.0003,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "125_two_stage_series_mixer_joint_flu_scaled_flu_covid",
      "block": 125,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,ili_units=flu_scaled,ili_steps=400,correction_weeks=4,ili_training=joint,ili_weight=0.05,joint_weight=0.05,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.5,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=32,epochs=320,patience=40,lr=0.0003,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "125_two_stage_series_mixer_joint_flu_scaled_flu_rsv",
      "block": 125,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,ili_units=flu_scaled,ili_steps=400,correction_weeks=4,ili_training=joint,ili_weight=0.05,joint_weight=0.05,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.5,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=32,epochs=320,patience=40,lr=0.0003,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "125_two_stage_series_mixer_joint_flu_scaled_all",
      "block": 125,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,ili_units=flu_scaled,ili_steps=400,correction_weeks=4,ili_training=joint,ili_weight=0.05,joint_weight=0.05,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.5,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=32,epochs=320,patience=40,lr=0.0003,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "126_two_stage_series_mixer_none_own_flu",
      "block": 126,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,ili_steps=400,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=32,epochs=320,patience=40,lr=0.0003,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "126_two_stage_series_mixer_none_own_flu_covid",
      "block": 126,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,ili_steps=400,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=32,epochs=320,patience=40,lr=0.0003,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "126_two_stage_series_mixer_none_own_flu_rsv",
      "block": 126,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,ili_steps=400,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=32,epochs=320,patience=40,lr=0.0003,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "126_two_stage_series_mixer_none_own_all",
      "block": 126,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,ili_steps=400,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=32,epochs=320,patience=40,lr=0.0003,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "127_two_stage_series_mixer_pretrain_own_flu",
      "block": 127,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,ili_steps=400,ili_training=pretrain,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=32,epochs=320,patience=40,lr=0.0003,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "127_two_stage_series_mixer_pretrain_own_flu_covid",
      "block": 127,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,ili_steps=400,ili_training=pretrain,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=32,epochs=320,patience=40,lr=0.0003,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "127_two_stage_series_mixer_pretrain_own_flu_rsv",
      "block": 127,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,ili_steps=400,ili_training=pretrain,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=32,epochs=320,patience=40,lr=0.0003,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "127_two_stage_series_mixer_pretrain_own_all",
      "block": 127,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,ili_steps=400,ili_training=pretrain,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=32,epochs=320,patience=40,lr=0.0003,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "128_two_stage_series_mixer_pretrain_flu_scaled_flu",
      "block": 128,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,ili_units=flu_scaled,ili_steps=400,ili_training=pretrain,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=32,epochs=320,patience=40,lr=0.0003,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "128_two_stage_series_mixer_pretrain_flu_scaled_flu_covid",
      "block": 128,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,ili_units=flu_scaled,ili_steps=400,ili_training=pretrain,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=32,epochs=320,patience=40,lr=0.0003,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "128_two_stage_series_mixer_pretrain_flu_scaled_flu_rsv",
      "block": 128,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,ili_units=flu_scaled,ili_steps=400,ili_training=pretrain,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=32,epochs=320,patience=40,lr=0.0003,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "128_two_stage_series_mixer_pretrain_flu_scaled_all",
      "block": 128,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,ili_units=flu_scaled,ili_steps=400,ili_training=pretrain,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=32,epochs=320,patience=40,lr=0.0003,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "129_two_stage_series_mixer_joint_flu_scaled_flu",
      "block": 129,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,ili_units=flu_scaled,ili_steps=400,ili_training=joint,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=32,epochs=320,patience=40,lr=0.0003,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "129_two_stage_series_mixer_joint_flu_scaled_flu_covid",
      "block": 129,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,ili_units=flu_scaled,ili_steps=400,ili_training=joint,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=32,epochs=320,patience=40,lr=0.0003,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "129_two_stage_series_mixer_joint_flu_scaled_flu_rsv",
      "block": 129,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,ili_units=flu_scaled,ili_steps=400,ili_training=joint,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=32,epochs=320,patience=40,lr=0.0003,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "129_two_stage_series_mixer_joint_flu_scaled_all",
      "block": 129,
      "scenario": "pilot_method=two_stage,pilot_nowcaster=real_tree,forecast_targets=flu,ili_units=flu_scaled,ili_steps=400,ili_training=joint,ili_weight=0.05,joint_weight=0.1,correction_penalty=3.0,reporting_missingness=0,reporting_strength=0.5,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=32,epochs=320,patience=40,lr=0.0003,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "130_early_series_mixer_none_own_flu",
      "block": 130,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,ili_steps=400,correction_weeks=4,ili_weight=0.05,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "130_early_series_mixer_none_own_flu_covid",
      "block": 130,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,ili_steps=400,correction_weeks=4,ili_weight=0.05,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "130_early_series_mixer_none_own_flu_rsv",
      "block": 130,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,ili_steps=400,correction_weeks=4,ili_weight=0.05,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "130_early_series_mixer_none_own_all",
      "block": 130,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,ili_steps=400,correction_weeks=4,ili_weight=0.05,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "131_early_series_mixer_pretrain_own_flu",
      "block": 131,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,ili_steps=400,correction_weeks=4,ili_training=pretrain,ili_weight=0.05,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "131_early_series_mixer_pretrain_own_flu_covid",
      "block": 131,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,ili_steps=400,correction_weeks=4,ili_training=pretrain,ili_weight=0.05,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "131_early_series_mixer_pretrain_own_flu_rsv",
      "block": 131,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,ili_steps=400,correction_weeks=4,ili_training=pretrain,ili_weight=0.05,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "131_early_series_mixer_pretrain_own_all",
      "block": 131,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,ili_steps=400,correction_weeks=4,ili_training=pretrain,ili_weight=0.05,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "132_early_series_mixer_pretrain_flu_scaled_flu",
      "block": 132,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,ili_units=flu_scaled,ili_steps=400,correction_weeks=4,ili_training=pretrain,ili_weight=0.05,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "132_early_series_mixer_pretrain_flu_scaled_flu_covid",
      "block": 132,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,ili_units=flu_scaled,ili_steps=400,correction_weeks=4,ili_training=pretrain,ili_weight=0.05,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "132_early_series_mixer_pretrain_flu_scaled_flu_rsv",
      "block": 132,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,ili_units=flu_scaled,ili_steps=400,correction_weeks=4,ili_training=pretrain,ili_weight=0.05,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "132_early_series_mixer_pretrain_flu_scaled_all",
      "block": 132,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,ili_units=flu_scaled,ili_steps=400,correction_weeks=4,ili_training=pretrain,ili_weight=0.05,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "133_early_series_mixer_joint_flu_scaled_flu",
      "block": 133,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,ili_units=flu_scaled,ili_steps=400,correction_weeks=4,ili_training=joint,ili_weight=0.05,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "133_early_series_mixer_joint_flu_scaled_flu_covid",
      "block": 133,
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    {
      "name": "133_early_series_mixer_joint_flu_scaled_flu_rsv",
      "block": 133,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,ili_units=flu_scaled,ili_steps=400,correction_weeks=4,ili_training=joint,ili_weight=0.05,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "133_early_series_mixer_joint_flu_scaled_all",
      "block": 133,
      "scenario": "pilot_method=errors,revision_scope=early_actual,pilot_nowcaster=real_tree,forecast_targets=flu,ili_units=flu_scaled,ili_steps=400,correction_weeks=4,ili_training=joint,ili_weight=0.05,joint_weight=0.05,correction_strength=0.5,reporting_missingness=0,lookback=8,count_transform=log1p,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0003,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "134_early_series_mixer_none_own_flu",
      "block": 134,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu,ili_steps=400,correction_weeks=4,ili_weight=0.05,joint_weight=0.05,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "134_early_series_mixer_none_own_flu_covid",
      "block": 134,
      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu_covid,ili_steps=400,correction_weeks=4,ili_weight=0.05,joint_weight=0.05,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "134_early_series_mixer_none_own_flu_rsv",
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    },
    {
      "name": "135_early_series_mixer_pretrain_own_flu",
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    },
    {
      "name": "135_early_series_mixer_pretrain_own_flu_covid",
      "block": 135,
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    },
    {
      "name": "135_early_series_mixer_pretrain_own_flu_rsv",
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    },
    {
      "name": "135_early_series_mixer_pretrain_own_all",
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    {
      "name": "136_early_series_mixer_pretrain_flu_scaled_flu",
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      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu,ili_units=flu_scaled,ili_steps=400,correction_weeks=4,ili_training=pretrain,ili_weight=0.05,joint_weight=0.05,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "136_early_series_mixer_pretrain_flu_scaled_flu_covid",
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      "name": "136_early_series_mixer_pretrain_flu_scaled_flu_rsv",
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    {
      "name": "136_early_series_mixer_pretrain_flu_scaled_all",
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    {
      "name": "137_early_series_mixer_joint_flu_scaled_flu",
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      "scenario": "pilot_method=errors,revision_scope=early_actual,forecast_targets=flu,pathogen_inputs=flu,ili_units=flu_scaled,ili_steps=400,correction_weeks=4,ili_training=joint,ili_weight=0.05,joint_weight=0.05,correction_penalty=30.0,reporting_missingness=0,reporting_strength=0.25,nowcast_weeks=4,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
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    {
      "name": "137_early_series_mixer_joint_flu_scaled_flu_covid",
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    {
      "name": "137_early_series_mixer_joint_flu_scaled_flu_rsv",
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    {
      "name": "137_early_series_mixer_joint_flu_scaled_all",
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    {
      "name": "138_reported_series_mixer_none_own_flu",
      "block": 138,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,ili_steps=400,ili_weight=0.05,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0005,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
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    {
      "name": "138_reported_series_mixer_none_own_flu_covid",
      "block": 138,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,ili_steps=400,ili_weight=0.05,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0005,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "138_reported_series_mixer_none_own_flu_rsv",
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      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,ili_steps=400,ili_weight=0.05,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0005,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
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    {
      "name": "138_reported_series_mixer_none_own_all",
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      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,ili_steps=400,ili_weight=0.05,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0005,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "139_reported_series_mixer_pretrain_own_flu",
      "block": 139,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,ili_steps=400,ili_training=pretrain,ili_weight=0.05,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0005,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "139_reported_series_mixer_pretrain_own_flu_covid",
      "block": 139,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,ili_steps=400,ili_training=pretrain,ili_weight=0.05,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0005,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "139_reported_series_mixer_pretrain_own_flu_rsv",
      "block": 139,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,ili_steps=400,ili_training=pretrain,ili_weight=0.05,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0005,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "139_reported_series_mixer_pretrain_own_all",
      "block": 139,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,ili_steps=400,ili_training=pretrain,ili_weight=0.05,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0005,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "140_reported_series_mixer_pretrain_flu_scaled_flu",
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      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,ili_units=flu_scaled,ili_steps=400,ili_training=pretrain,ili_weight=0.05,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0005,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "140_reported_series_mixer_pretrain_flu_scaled_flu_covid",
      "block": 140,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,ili_units=flu_scaled,ili_steps=400,ili_training=pretrain,ili_weight=0.05,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0005,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "140_reported_series_mixer_pretrain_flu_scaled_flu_rsv",
      "block": 140,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,ili_units=flu_scaled,ili_steps=400,ili_training=pretrain,ili_weight=0.05,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0005,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "140_reported_series_mixer_pretrain_flu_scaled_all",
      "block": 140,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,ili_units=flu_scaled,ili_steps=400,ili_training=pretrain,ili_weight=0.05,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0005,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "141_reported_series_mixer_joint_flu_scaled_flu",
      "block": 141,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,ili_units=flu_scaled,ili_steps=400,ili_training=joint,ili_weight=0.05,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0005,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "141_reported_series_mixer_joint_flu_scaled_flu_covid",
      "block": 141,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,ili_units=flu_scaled,ili_steps=400,ili_training=joint,ili_weight=0.05,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0005,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "141_reported_series_mixer_joint_flu_scaled_flu_rsv",
      "block": 141,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,ili_units=flu_scaled,ili_steps=400,ili_training=joint,ili_weight=0.05,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0005,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "141_reported_series_mixer_joint_flu_scaled_all",
      "block": 141,
      "scenario": "pilot_method=reported,pilot_nowcaster=real_tree,forecast_targets=flu,ili_units=flu_scaled,ili_steps=400,ili_training=joint,ili_weight=0.05,joint_weight=0.25,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=8,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,width=96,epochs=320,patience=40,lr=0.0005,weight_decay=0.0001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "142_joint_series_mixer_none_own_flu",
      "block": 142,
      "scenario": "pilot_method=joint,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,ili_steps=400,correction_weeks=4,ili_weight=0.05,joint_weight=0.25,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "142_joint_series_mixer_none_own_flu_covid",
      "block": 142,
      "scenario": "pilot_method=joint,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,ili_steps=400,correction_weeks=4,ili_weight=0.05,joint_weight=0.25,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "142_joint_series_mixer_none_own_flu_rsv",
      "block": 142,
      "scenario": "pilot_method=joint,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,ili_steps=400,correction_weeks=4,ili_weight=0.05,joint_weight=0.25,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "142_joint_series_mixer_none_own_all",
      "block": 142,
      "scenario": "pilot_method=joint,pilot_nowcaster=real_tree,forecast_targets=flu,ili_steps=400,correction_weeks=4,ili_weight=0.05,joint_weight=0.25,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "143_joint_series_mixer_pretrain_own_flu",
      "block": 143,
      "scenario": "pilot_method=joint,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,ili_steps=400,correction_weeks=4,ili_training=pretrain,ili_weight=0.05,joint_weight=0.25,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "143_joint_series_mixer_pretrain_own_flu_covid",
      "block": 143,
      "scenario": "pilot_method=joint,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,ili_steps=400,correction_weeks=4,ili_training=pretrain,ili_weight=0.05,joint_weight=0.25,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "143_joint_series_mixer_pretrain_own_flu_rsv",
      "block": 143,
      "scenario": "pilot_method=joint,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,ili_steps=400,correction_weeks=4,ili_training=pretrain,ili_weight=0.05,joint_weight=0.25,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "143_joint_series_mixer_pretrain_own_all",
      "block": 143,
      "scenario": "pilot_method=joint,pilot_nowcaster=real_tree,forecast_targets=flu,ili_steps=400,correction_weeks=4,ili_training=pretrain,ili_weight=0.05,joint_weight=0.25,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "144_joint_series_mixer_pretrain_flu_scaled_flu",
      "block": 144,
      "scenario": "pilot_method=joint,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,ili_units=flu_scaled,ili_steps=400,correction_weeks=4,ili_training=pretrain,ili_weight=0.05,joint_weight=0.25,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "144_joint_series_mixer_pretrain_flu_scaled_flu_covid",
      "block": 144,
      "scenario": "pilot_method=joint,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,ili_units=flu_scaled,ili_steps=400,correction_weeks=4,ili_training=pretrain,ili_weight=0.05,joint_weight=0.25,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "144_joint_series_mixer_pretrain_flu_scaled_flu_rsv",
      "block": 144,
      "scenario": "pilot_method=joint,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,ili_units=flu_scaled,ili_steps=400,correction_weeks=4,ili_training=pretrain,ili_weight=0.05,joint_weight=0.25,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "144_joint_series_mixer_pretrain_flu_scaled_all",
      "block": 144,
      "scenario": "pilot_method=joint,pilot_nowcaster=real_tree,forecast_targets=flu,ili_units=flu_scaled,ili_steps=400,correction_weeks=4,ili_training=pretrain,ili_weight=0.05,joint_weight=0.25,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "145_joint_series_mixer_joint_flu_scaled_flu",
      "block": 145,
      "scenario": "pilot_method=joint,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu,ili_units=flu_scaled,ili_steps=400,correction_weeks=4,ili_training=joint,ili_weight=0.05,joint_weight=0.25,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "145_joint_series_mixer_joint_flu_scaled_flu_covid",
      "block": 145,
      "scenario": "pilot_method=joint,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_covid,ili_units=flu_scaled,ili_steps=400,correction_weeks=4,ili_training=joint,ili_weight=0.05,joint_weight=0.25,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "145_joint_series_mixer_joint_flu_scaled_flu_rsv",
      "block": 145,
      "scenario": "pilot_method=joint,pilot_nowcaster=real_tree,forecast_targets=flu,pathogen_inputs=flu_rsv,ili_units=flu_scaled,ili_steps=400,correction_weeks=4,ili_training=joint,ili_weight=0.05,joint_weight=0.25,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "145_joint_series_mixer_joint_flu_scaled_all",
      "block": 145,
      "scenario": "pilot_method=joint,pilot_nowcaster=real_tree,forecast_targets=flu,ili_units=flu_scaled,ili_steps=400,correction_weeks=4,ili_training=joint,ili_weight=0.05,joint_weight=0.25,correction_strength=0.75,reporting_missingness=0,reporting_strength=0.25,lookback=8,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "146_finalized_series_mixer_none_own_flu",
      "block": 146,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu,ili_steps=400,correction_weeks=2,ili_weight=0.05,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "146_finalized_series_mixer_none_own_flu_covid",
      "block": 146,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu_covid,ili_steps=400,correction_weeks=2,ili_weight=0.05,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "146_finalized_series_mixer_none_own_flu_rsv",
      "block": 146,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu_rsv,ili_steps=400,correction_weeks=2,ili_weight=0.05,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "146_finalized_series_mixer_none_own_all",
      "block": 146,
      "scenario": "pilot_method=finalized,forecast_targets=flu,ili_steps=400,correction_weeks=2,ili_weight=0.05,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "147_finalized_series_mixer_pretrain_own_flu",
      "block": 147,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu,ili_steps=400,correction_weeks=2,ili_training=pretrain,ili_weight=0.05,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "147_finalized_series_mixer_pretrain_own_flu_covid",
      "block": 147,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu_covid,ili_steps=400,correction_weeks=2,ili_training=pretrain,ili_weight=0.05,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "147_finalized_series_mixer_pretrain_own_flu_rsv",
      "block": 147,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu_rsv,ili_steps=400,correction_weeks=2,ili_training=pretrain,ili_weight=0.05,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "147_finalized_series_mixer_pretrain_own_all",
      "block": 147,
      "scenario": "pilot_method=finalized,forecast_targets=flu,ili_steps=400,correction_weeks=2,ili_training=pretrain,ili_weight=0.05,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "148_finalized_series_mixer_pretrain_flu_scaled_flu",
      "block": 148,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu,ili_units=flu_scaled,ili_steps=400,correction_weeks=2,ili_training=pretrain,ili_weight=0.05,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "148_finalized_series_mixer_pretrain_flu_scaled_flu_covid",
      "block": 148,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu_covid,ili_units=flu_scaled,ili_steps=400,correction_weeks=2,ili_training=pretrain,ili_weight=0.05,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "148_finalized_series_mixer_pretrain_flu_scaled_flu_rsv",
      "block": 148,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu_rsv,ili_units=flu_scaled,ili_steps=400,correction_weeks=2,ili_training=pretrain,ili_weight=0.05,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "148_finalized_series_mixer_pretrain_flu_scaled_all",
      "block": 148,
      "scenario": "pilot_method=finalized,forecast_targets=flu,ili_units=flu_scaled,ili_steps=400,correction_weeks=2,ili_training=pretrain,ili_weight=0.05,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "149_finalized_series_mixer_joint_flu_scaled_flu",
      "block": 149,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu,ili_units=flu_scaled,ili_steps=400,correction_weeks=2,ili_training=joint,ili_weight=0.05,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "149_finalized_series_mixer_joint_flu_scaled_flu_covid",
      "block": 149,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu_covid,ili_units=flu_scaled,ili_steps=400,correction_weeks=2,ili_training=joint,ili_weight=0.05,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "149_finalized_series_mixer_joint_flu_scaled_flu_rsv",
      "block": 149,
      "scenario": "pilot_method=finalized,forecast_targets=flu,pathogen_inputs=flu_rsv,ili_units=flu_scaled,ili_steps=400,correction_weeks=2,ili_training=joint,ili_weight=0.05,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    },
    {
      "name": "149_finalized_series_mixer_joint_flu_scaled_all",
      "block": 149,
      "scenario": "pilot_method=finalized,forecast_targets=flu,ili_units=flu_scaled,ili_steps=400,correction_weeks=2,ili_training=joint,ili_weight=0.05,joint_weight=0.1,correction_penalty=30.0,correction_strength=0.5,reporting_missingness=0,reporting_strength=0.25,lookback=16,count_transform=sqrt,ed_transform=logit,loss_weights=flu_hosp_ed,encoder=series_mixer,decoder=quantile,epochs=320,patience=40,lr=0.002,weight_decay=0.001,covariate_encoder=summary,input_mode=scheduled_final,input_normalization=b0,evaluation_seasons=recent_two"
    }
  ]
}