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---
dataset_info:
  features:
  - name: ed_stay_id
    dtype: int64
  - name: Other
    dtype: float64
  - name: Analgesic - Opioid/NSAID
    dtype: float64
  - name: Antiemetic
    dtype: float64
  - name: Analgesic - Acetaminophen
    dtype: float64
  - name: Antibiotic
    dtype: float64
  - name: Benzodiazepine - Sedative/Anxiolytic
    dtype: float64
  - name: Analgesic - NSAID
    dtype: float64
  - name: Bronchodilator
    dtype: float64
  - name: Antiplatelet
    dtype: float64
  - name: GI - Acid Suppression
    dtype: float64
  - name: Corticosteroid
    dtype: float64
  - name: Beta Blocker
    dtype: float64
  - name: Diuretic
    dtype: float64
  - name: Antipsychotic
    dtype: float64
  - name: Anticoagulant
    dtype: float64
  - name: Insulin/Glucose
    dtype: float64
  - name: Calcium Channel Blocker
    dtype: float64
  - name: Nitrate
    dtype: float64
  - name: ACE Inhibitor
    dtype: float64
  - name: IV Fluid
    dtype: float64
  - name: Anticonvulsant
    dtype: float64
  - name: Antiarrhythmic
    dtype: float64
  - name: weight
    dtype: float64
  - name: in_ed
    dtype: int64
  - name: in_ward
    dtype: int64
  - name: terminal_event
    dtype: string
  - name: gender
    dtype: int64
  - name: anchor_age
    dtype: float64
  - name: acuity
    dtype: int64
  - name: height
    dtype: float64
  - name: recon_ace_inhibitor
    dtype: uint8
  - name: recon_analgesic___nsaid
    dtype: uint8
  - name: recon_analgesic___opioid_nsaid
    dtype: uint8
  - name: recon_antiarrhythmic
    dtype: uint8
  - name: recon_antibiotic
    dtype: uint8
  - name: recon_anticoagulant
    dtype: uint8
  - name: recon_anticonvulsant
    dtype: uint8
  - name: recon_antiemetic
    dtype: uint8
  - name: recon_antiplatelet
    dtype: uint8
  - name: recon_antipsychotic
    dtype: uint8
  - name: recon_benzodiazepine___sedative_anxiolytic
    dtype: uint8
  - name: recon_beta_blocker
    dtype: uint8
  - name: recon_bronchodilator
    dtype: uint8
  - name: recon_calcium_channel_blocker
    dtype: uint8
  - name: recon_corticosteroid
    dtype: uint8
  - name: recon_diuretic
    dtype: uint8
  - name: recon_gi___acid_suppression
    dtype: uint8
  - name: recon_insulin_glucose
    dtype: uint8
  - name: recon_nitrate
    dtype: uint8
  - name: current_temperature
    dtype: float64
  - name: current_heartrate
    dtype: float64
  - name: current_resprate
    dtype: float64
  - name: current_o2sat
    dtype: float64
  - name: current_sbp
    dtype: float64
  - name: current_dbp
    dtype: float64
  - name: current_pain
    dtype: float64
  - name: current_pulse_pressure
    dtype: float64
  - name: current_map
    dtype: float64
  - name: time_since_last_hrs
    dtype: float64
  - name: temperature_rolling2h
    dtype: float64
  - name: heartrate_rolling2h
    dtype: float64
  - name: resprate_rolling2h
    dtype: float64
  - name: o2sat_rolling2h
    dtype: float64
  - name: sbp_rolling2h
    dtype: float64
  - name: dbp_rolling2h
    dtype: float64
  - name: height_missing
    dtype: int64
  - name: weight_missing
    dtype: int64
  - name: pain_missing
    dtype: int64
  - name: admission_missing
    dtype: int64
  - name: admission_type_AMBULATORY OBSERVATION
    dtype: int64
  - name: admission_type_DIRECT EMER.
    dtype: int64
  - name: admission_type_DIRECT OBSERVATION
    dtype: int64
  - name: admission_type_ELECTIVE
    dtype: int64
  - name: admission_type_EU OBSERVATION
    dtype: int64
  - name: admission_type_EW EMER.
    dtype: int64
  - name: admission_type_OBSERVATION ADMIT
    dtype: int64
  - name: admission_type_SURGICAL SAME DAY ADMISSION
    dtype: int64
  - name: admission_type_URGENT
    dtype: int64
  - name: arrival_transport_AMBULANCE
    dtype: int64
  - name: arrival_transport_HELICOPTER
    dtype: int64
  - name: arrival_transport_OTHER
    dtype: int64
  - name: arrival_transport_UNKNOWN
    dtype: int64
  - name: arrival_transport_WALK IN
    dtype: int64
  - name: Chemistry-Blood_Pending
    dtype: int64
  - name: Chemistry-Blood_Normal
    dtype: int64
  - name: Chemistry-Blood_Abnormal
    dtype: int64
  - name: Hematology-Blood_Pending
    dtype: int64
  - name: Hematology-Blood_Normal
    dtype: int64
  - name: Hematology-Blood_Abnormal
    dtype: int64
  - name: Hematology-Urine_Pending
    dtype: int64
  - name: Hematology-Urine_Normal
    dtype: int64
  - name: Hematology-Urine_Abnormal
    dtype: int64
  - name: Blood Gas-Blood_Pending
    dtype: int64
  - name: Blood Gas-Blood_Normal
    dtype: int64
  - name: Blood Gas-Blood_Abnormal
    dtype: int64
  - name: Chemistry-Urine_Pending
    dtype: int64
  - name: Chemistry-Urine_Normal
    dtype: int64
  - name: Chemistry-Urine_Abnormal
    dtype: int64
  - name: Chemistry-Other Body Fluid_Pending
    dtype: int64
  - name: Chemistry-Other Body Fluid_Normal
    dtype: int64
  - name: Chemistry-Other Body Fluid_Abnormal
    dtype: int64
  - name: Hematology-Cerebrospinal Fluid_Pending
    dtype: int64
  - name: Hematology-Cerebrospinal Fluid_Normal
    dtype: int64
  - name: Hematology-Cerebrospinal Fluid_Abnormal
    dtype: int64
  - name: Chemistry-Cerebrospinal Fluid_Pending
    dtype: int64
  - name: Chemistry-Cerebrospinal Fluid_Normal
    dtype: int64
  - name: Chemistry-Cerebrospinal Fluid_Abnormal
    dtype: int64
  - name: Hematology-Ascites_Pending
    dtype: int64
  - name: Hematology-Ascites_Normal
    dtype: int64
  - name: Hematology-Ascites_Abnormal
    dtype: int64
  - name: Chemistry-Ascites_Pending
    dtype: int64
  - name: Chemistry-Ascites_Normal
    dtype: int64
  - name: Chemistry-Ascites_Abnormal
    dtype: int64
  - name: Chemistry-Pleural_Pending
    dtype: int64
  - name: Chemistry-Pleural_Normal
    dtype: int64
  - name: Chemistry-Pleural_Abnormal
    dtype: int64
  - name: Hematology-Pleural_Pending
    dtype: int64
  - name: Hematology-Pleural_Normal
    dtype: int64
  - name: Hematology-Pleural_Abnormal
    dtype: int64
  - name: Hematology-Joint Fluid_Pending
    dtype: int64
  - name: Hematology-Joint Fluid_Normal
    dtype: int64
  - name: Hematology-Joint Fluid_Abnormal
    dtype: int64
  - name: Chemistry-Stool_Pending
    dtype: int64
  - name: Chemistry-Stool_Normal
    dtype: int64
  - name: Chemistry-Stool_Abnormal
    dtype: int64
  - name: Hematology-Other Body Fluid_Pending
    dtype: int64
  - name: Hematology-Other Body Fluid_Normal
    dtype: int64
  - name: Hematology-Other Body Fluid_Abnormal
    dtype: int64
  - name: Blood Gas-Other Body Fluid_Pending
    dtype: int64
  - name: Blood Gas-Other Body Fluid_Normal
    dtype: int64
  - name: Blood Gas-Other Body Fluid_Abnormal
    dtype: int64
  - name: Hematology-Bone Marrow_Pending
    dtype: int64
  - name: Hematology-Bone Marrow_Normal
    dtype: int64
  - name: Hematology-Bone Marrow_Abnormal
    dtype: int64
  - name: Hematology-Stool_Pending
    dtype: int64
  - name: Hematology-Stool_Normal
    dtype: int64
  - name: Hematology-Stool_Abnormal
    dtype: int64
  - name: Chemistry-Joint Fluid_Pending
    dtype: int64
  - name: Chemistry-Joint Fluid_Normal
    dtype: int64
  - name: Chemistry-Joint Fluid_Abnormal
    dtype: int64
  - name: URINE_Pending
    dtype: int64
  - name: URINE_Normal
    dtype: int64
  - name: URINE_Abnormal
    dtype: int64
  - name: Rapid Respiratory Viral Screen & Culture_Pending
    dtype: int64
  - name: Rapid Respiratory Viral Screen & Culture_Negative
    dtype: int64
  - name: Rapid Respiratory Viral Screen & Culture_Positive
    dtype: int64
  - name: Rapid Respiratory Viral Screen & Culture_Other
    dtype: int64
  - name: PERITONEAL FLUID_Pending
    dtype: int64
  - name: PERITONEAL FLUID_Negative
    dtype: int64
  - name: PERITONEAL FLUID_Positive
    dtype: int64
  - name: PERITONEAL FLUID_Other
    dtype: int64
  - name: BLOOD CULTURE_Pending
    dtype: int64
  - name: BLOOD CULTURE_Negative
    dtype: int64
  - name: BLOOD CULTURE_Positive
    dtype: int64
  - name: BLOOD CULTURE_Other
    dtype: int64
  - name: STOOL_Pending
    dtype: int64
  - name: STOOL_Negative
    dtype: int64
  - name: STOOL_Positive
    dtype: int64
  - name: STOOL_Other
    dtype: int64
  - name: OTHER_Pending
    dtype: int64
  - name: OTHER_Negative
    dtype: int64
  - name: OTHER_Positive
    dtype: int64
  - name: OTHER_Other
    dtype: int64
  - name: PLEURAL FLUID_Pending
    dtype: int64
  - name: PLEURAL FLUID_Negative
    dtype: int64
  - name: PLEURAL FLUID_Positive
    dtype: int64
  - name: PLEURAL FLUID_Other
    dtype: int64
  - name: TISSUE_Pending
    dtype: int64
  - name: TISSUE_Negative
    dtype: int64
  - name: TISSUE_Positive
    dtype: int64
  - name: TISSUE_Other
    dtype: int64
  - name: SEROLOGY/BLOOD_Pending
    dtype: int64
  - name: SEROLOGY/BLOOD_Negative
    dtype: int64
  - name: SEROLOGY/BLOOD_Positive
    dtype: int64
  - name: SEROLOGY/BLOOD_Other
    dtype: int64
  - name: IMMUNOLOGY_Pending
    dtype: int64
  - name: IMMUNOLOGY_Negative
    dtype: int64
  - name: IMMUNOLOGY_Positive
    dtype: int64
  - name: IMMUNOLOGY_Other
    dtype: int64
  - name: MRSA SCREEN_Pending
    dtype: int64
  - name: MRSA SCREEN_Negative
    dtype: int64
  - name: MRSA SCREEN_Positive
    dtype: int64
  - name: MRSA SCREEN_Other
    dtype: int64
  - name: SWAB_Pending
    dtype: int64
  - name: SWAB_Negative
    dtype: int64
  - name: SWAB_Positive
    dtype: int64
  - name: SWAB_Other
    dtype: int64
  - name: JOINT FLUID_Pending
    dtype: int64
  - name: JOINT FLUID_Negative
    dtype: int64
  - name: JOINT FLUID_Positive
    dtype: int64
  - name: JOINT FLUID_Other
    dtype: int64
  - name: SPUTUM_Pending
    dtype: int64
  - name: SPUTUM_Negative
    dtype: int64
  - name: SPUTUM_Positive
    dtype: int64
  - name: SPUTUM_Other
    dtype: int64
  - name: FLUID,OTHER_Pending
    dtype: int64
  - name: FLUID,OTHER_Negative
    dtype: int64
  - name: FLUID,OTHER_Positive
    dtype: int64
  - name: FLUID,OTHER_Other
    dtype: int64
  - name: ABSCESS_Pending
    dtype: int64
  - name: ABSCESS_Negative
    dtype: int64
  - name: ABSCESS_Positive
    dtype: int64
  - name: ABSCESS_Other
    dtype: int64
  - name: BRONCHOALVEOLAR LAVAGE_Pending
    dtype: int64
  - name: BRONCHOALVEOLAR LAVAGE_Negative
    dtype: int64
  - name: BRONCHOALVEOLAR LAVAGE_Positive
    dtype: int64
  - name: BRONCHOALVEOLAR LAVAGE_Other
    dtype: int64
  - name: CSF;SPINAL FLUID_Pending
    dtype: int64
  - name: CSF;SPINAL FLUID_Negative
    dtype: int64
  - name: CSF;SPINAL FLUID_Positive
    dtype: int64
  - name: CSF;SPINAL FLUID_Other
    dtype: int64
  - name: Blood (CMV AB)_Pending
    dtype: int64
  - name: Blood (CMV AB)_Negative
    dtype: int64
  - name: Blood (CMV AB)_Positive
    dtype: int64
  - name: Blood (CMV AB)_Other
    dtype: int64
  - name: Blood (EBV)_Pending
    dtype: int64
  - name: Blood (EBV)_Negative
    dtype: int64
  - name: Blood (EBV)_Positive
    dtype: int64
  - name: Blood (EBV)_Other
    dtype: int64
  - name: BILE_Pending
    dtype: int64
  - name: BILE_Negative
    dtype: int64
  - name: BILE_Positive
    dtype: int64
  - name: BILE_Other
    dtype: int64
  - name: ecg_status_Normal
    dtype: int64
  - name: ecg_status_Moderate
    dtype: int64
  - name: ecg_status_Acute
    dtype: int64
  - name: rad_status_Normal
    dtype: int64
  - name: rad_status_Moderate
    dtype: int64
  - name: rad_status_Acute
    dtype: int64
  - name: terminal_code
    dtype: int64
  - name: step_idx
    dtype: int64
  - name: p_icu
    dtype: float32
  splits:
  - name: rl_train
    num_bytes: 778064791
    num_examples: 448737
  download_size: 35903153
  dataset_size: 778064791
configs:
- config_name: default
  data_files:
  - split: rl_train
    path: data/rl_train-*
---