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README.md

@@ -1,4 +1,4 @@
----
  config_name: height
  features:
  - name: subject_id
    dtype: int64
  - name: chartdate
    dtype: large_string
  - name: result_name
    dtype: large_string
  - name: result_value
    dtype: float64
  - name: __index_level_0__
    dtype: int64
  splits:
  - name: height
    num_bytes: 36955070
    num_examples: 656979
  download_size: 6808537
  dataset_size: 36955070
- config_name: height
  data_files:
  - split: height
    path: height/height-*
---
---
  config_name: weight
  features:
  - name: subject_id
    dtype: int64
  - name: chartdate
    dtype: large_string
  - name: result_name
    dtype: large_string
  - name: result_value
    dtype: float64
  - name: __index_level_0__
    dtype: int64
  splits:
  - name: weight
    num_bytes: 92656744
    num_examples: 1647231
  download_size: 16255986
  dataset_size: 92656744
- config_name: weight
  data_files:
  - split: weight
    path: weight/weight-*
---
---
  config_name: height
  features:
  - name: subject_id
    dtype: int64
  - name: chartdate
    dtype: large_string
  - name: result_name
    dtype: large_string
  - name: result_value
    dtype: float64
  - name: __index_level_0__
    dtype: int64
  splits:
  - name: height
    num_bytes: 36955070
    num_examples: 656979
  download_size: 6808537
  dataset_size: 36955070
- config_name: height
  data_files:
  - split: height
    path: height/height-*
---
---
  config_name: weight
  features:
  - name: subject_id
    dtype: int64
  - name: chartdate
    dtype: large_string
  - name: result_name
    dtype: large_string
  - name: result_value
    dtype: float64
  - name: __index_level_0__
    dtype: int64
  splits:
  - name: weight
    num_bytes: 92656744
    num_examples: 1647231
  download_size: 16255986
  dataset_size: 92656744
- config_name: weight
  data_files:
  - split: weight
    path: weight/weight-*
---
---
- config_name: cohort_base
  features:
  - name: subject_id
    dtype: int64
  - name: ed_stay_id
    dtype: int64
  - name: hadm_id
    dtype: float64
  - name: ed_intime
    dtype: large_string
  - name: ed_outtime
    dtype: large_string
  - name: disposition
    dtype: large_string
  - name: race
    dtype: large_string
  - name: arrival_transport
    dtype: large_string
  - name: first_careunit
    dtype: large_string
  - name: first_icu_intime
    dtype: large_string
  - name: base_pathway
    dtype: large_string
  - name: cohort_label
    dtype: large_string
  - name: gender
    dtype: large_string
  - name: anchor_age
    dtype: int64
  - name: anchor_year
    dtype: int64
  - name: age_at_visit
    dtype: int64
  - name: dod
    dtype: large_string
  - name: admittime
    dtype: large_string
  - name: dischtime
    dtype: large_string
  - name: admission_type
    dtype: large_string
  - name: discharge_location
    dtype: large_string
  - name: insurance
    dtype: large_string
  - name: language
    dtype: large_string
  - name: marital_status
    dtype: large_string
  splits:
  - name: base
    num_bytes: 134237598
    num_examples: 399573
  download_size: 20691220
  dataset_size: 134237598
- config_name: cohort_full
  features:
  - name: subject_id
    dtype: int64
  - name: ed_stay_id
    dtype: int64
  - name: hadm_id
    dtype: int64
  - name: ed_intime
    dtype: timestamp[us]
  - name: ed_outtime
    dtype: timestamp[us]
  - name: disposition
    dtype: large_string
  - name: race
    dtype: large_string
  - name: arrival_transport
    dtype: large_string
  - name: first_careunit
    dtype: large_string
  - name: first_icu_intime
    dtype: timestamp[us]
  - name: cohort_label
    dtype: large_string
  - name: gender
    dtype: large_string
  - name: anchor_age
    dtype: int64
  - name: anchor_year
    dtype: int64
  - name: age_at_visit
    dtype: int64
  - name: dod
    dtype: date32
  - name: admittime
    dtype: timestamp[us]
  - name: dischtime
    dtype: timestamp[us]
  - name: admission_type
    dtype: large_string
  - name: discharge_location
    dtype: large_string
  - name: insurance
    dtype: large_string
  - name: language
    dtype: large_string
  - name: marital_status
    dtype: large_string
  - name: ed_stay_id_2
    dtype: float64
  - name: stay_window_start
    dtype: timestamp[us]
  - name: stay_window_end
    dtype: timestamp[us]
  - name: ed_boarding_time_hrs
    dtype: float64
  splits:
  - name: cohort_full
    num_bytes: 112638529
    num_examples: 397675
  download_size: 26168677
  dataset_size: 112638529
- config_name: cohort_with_triage
  features:
  - name: subject_id
    dtype: int64
  - name: ed_stay_id
    dtype: int64
  - name: hadm_id
    dtype: float64
  - name: ed_intime
    dtype: large_string
  - name: ed_outtime
    dtype: large_string
  - name: disposition
    dtype: large_string
  - name: race
    dtype: large_string
  - name: arrival_transport
    dtype: large_string
  - name: first_careunit
    dtype: large_string
  - name: first_icu_intime
    dtype: large_string
  - name: cohort_label
    dtype: large_string
  - name: gender
    dtype: large_string
  - name: anchor_age
    dtype: int64
  - name: anchor_year
    dtype: int64
  - name: age_at_visit
    dtype: int64
  - name: dod
    dtype: large_string
  - name: admittime
    dtype: large_string
  - name: dischtime
    dtype: large_string
  - name: admission_type
    dtype: large_string
  - name: discharge_location
    dtype: large_string
  - name: insurance
    dtype: large_string
  - name: language
    dtype: large_string
  - name: marital_status
    dtype: large_string
  - name: ed_stay_id_2
    dtype: float64
  - name: stay_window_start
    dtype: large_string
  - name: stay_window_end
    dtype: large_string
  - name: ed_boarding_time_hrs
    dtype: float64
  - name: temperature
    dtype: float64
  - name: heartrate
    dtype: float64
  - name: resprate
    dtype: float64
  - name: o2sat
    dtype: float64
  - name: sbp
    dtype: float64
  - name: dbp
    dtype: float64
  - name: pain
    dtype: large_string
  - name: acuity
    dtype: float64
  - name: chiefcomplaint
    dtype: large_string
  splits:
  - name: with_triage
    num_bytes: 188206416
    num_examples: 397675
  download_size: 33043596
  dataset_size: 188206416
- config_name: ecg
  features:
  - name: ed_stay_id
    dtype: int64
  - name: subject_id
    dtype: int64
  - name: study_id
    dtype: int64
  - name: ecg_time
    dtype: large_string
  - name: machine_report
    dtype: large_string
  splits:
  - name: ecg
    num_bytes: 35781132
    num_examples: 247083
  download_size: 10387666
  dataset_size: 35781132
- config_name: ed_only_meds
  features:
  - name: subject_id
    dtype: int64
  - name: stay_id
    dtype: int64
  - name: hadm_id
    dtype: float64
  - name: disposition
    dtype: large_string
  - name: charttime
    dtype: large_string
  - name: med_rn
    dtype: int64
  - name: medication
    dtype: large_string
  - name: in_er
    dtype: bool
  splits:
  - name: ed_only
    num_bytes: 33616142
    num_examples: 337245
  download_size: 5136847
  dataset_size: 33616142
- config_name: height
  features:
  - name: subject_id
    dtype: int64
  - name: chartdate
    dtype: large_string
  - name: result_name
    dtype: large_string
  - name: result_value
    dtype: float64
  - name: __index_level_0__
    dtype: int64
  splits:
  - name: height
    num_bytes: 36955070
    num_examples: 656979
  download_size: 6808537
  dataset_size: 36955070
- config_name: height_weight
  features:
  - name: subject_id
    dtype: int64
  - name: chartdate
    dtype: large_string
  - name: result_name
    dtype: large_string
  - name: result_value
    dtype: float64
  - name: __index_level_0__
    dtype: int64
  splits:
  - name: height
    num_bytes: 36955070
    num_examples: 656979
  - name: weight
    num_bytes: 92656744
    num_examples: 1647231
  download_size: 23064523
  dataset_size: 129611814
- config_name: labs_base
  features:
  - name: ed_stay_id
    dtype: int64
  - name: subject_id
    dtype: int64
  - name: hadm_id
    dtype: int64
  - name: labevent_id
    dtype: int64
  - name: itemid
    dtype: int64
  - name: label
    dtype: large_string
  - name: fluid
    dtype: large_string
  - name: category
    dtype: large_string
  - name: order_time
    dtype: timestamp[us]
  - name: result_time
    dtype: timestamp[us]
  - name: flag
    dtype: large_string
  - name: ordered_location
    dtype: large_string
  - name: result_after_icu_transfer
    dtype: bool
  splits:
  - name: train
    num_bytes: 3940226140
    num_examples: 31072620
  download_size: 322368258
  dataset_size: 3940226140
- config_name: medrecon
  features:
  - name: ed_stay_id
    dtype: int64
  - name: subject_id
    dtype: int64
  - name: charttime
    dtype: large_string
  - name: name
    dtype: large_string
  - name: gsn
    dtype: int64
  - name: ndc
    dtype: int64
  - name: etccode
    dtype: float64
  - name: etcdescription
    dtype: large_string
  splits:
  - name: medrecon
    num_bytes: 400531544
    num_examples: 2869159
  download_size: 36681696
  dataset_size: 400531544
- config_name: meds_admitted
  features:
  - name: subject_id
    dtype: int64
  - name: stay_id
    dtype: int64
  - name: hadm_id
    dtype: float64
  - name: pyxis_charttime
    dtype: large_string
  - name: pyxis_med_rn
    dtype: float64
  - name: pyxis_medication
    dtype: large_string
  - name: emar_id
    dtype: large_string
  - name: emar_charttime
    dtype: large_string
  - name: emar_medication
    dtype: large_string
  - name: event_txt
    dtype: large_string
  - name: scheduletime
    dtype: large_string
  - name: in_er
    dtype: bool
  splits:
  - name: meds_admit
    num_bytes: 1508729053
    num_examples: 8771619
  download_size: 135945142
  dataset_size: 1508729053
- config_name: microbiology_events
  features:
  - name: subject_id
    dtype: int64
  - name: hadm_id
    dtype: int64
  - name: ed_stay_id
    dtype: int64
  - name: microevent_id
    dtype: int64
  - name: micro_specimen_id
    dtype: int64
  - name: charttime
    dtype: timestamp[us]
  - name: spec_itemid
    dtype: int64
  - name: spec_type_desc
    dtype: large_string
  - name: test_itemid
    dtype: int64
  - name: test_name
    dtype: large_string
  - name: org_name
    dtype: large_string
  - name: comments
    dtype: large_string
  - name: storetime
    dtype: timestamp[us]
  - name: result_available_in_er
    dtype: int64
  - name: disposition
    dtype: large_string
  - name: cohort_label
    dtype: large_string
  splits:
  - name: microbiology_events
    num_bytes: 184746779
    num_examples: 842611
  download_size: 22865375
  dataset_size: 184746779
- config_name: omr
  features:
  - name: subject_id
    dtype: int64
  - name: chartdate
    dtype: large_string
  - name: result_name
    dtype: large_string
  - name: result_value
    dtype: large_string
  splits:
  - name: omr
    num_bytes: 136956074
    num_examples: 2306912
  download_size: 13308572
  dataset_size: 136956074
- config_name: omr_height
  features:
  - name: subject_id
    dtype: int64
  - name: chartdate
    dtype: large_string
  - name: result_name
    dtype: large_string
  - name: result_value
    dtype: float64
  - name: __index_level_0__
    dtype: int64
  splits:
  - name: height
    num_bytes: 36955070
    num_examples: 656979
  download_size: 6808537
  dataset_size: 36955070
- config_name: omr_weight
  features:
  - name: subject_id
    dtype: int64
  - name: chartdate
    dtype: large_string
  - name: result_name
    dtype: large_string
  - name: result_value
    dtype: float64
  - name: __index_level_0__
    dtype: int64
  splits:
  - name: weight
    num_bytes: 92656744
    num_examples: 1647231
  download_size: 16255986
  dataset_size: 92656744
- config_name: radiology_details
  features:
  - name: ed_stay_id
    dtype: int64
  - name: subject_id
    dtype: int64
  - name: hadm_id
    dtype: float64
  - name: note_id
    dtype: large_string
  - name: charttime
    dtype: large_string
  - name: exam_name
    dtype: large_string
  - name: cpt_code
    dtype: float64
  - name: report_text
    dtype: large_string
  splits:
  - name: radiology_details
    num_bytes: 794392906
    num_examples: 576542
  download_size: 350549252
  dataset_size: 794392906
- config_name: radology_details
  features:
  - name: ed_stay_id
    dtype: int64
  - name: subject_id
    dtype: int64
  - name: hadm_id
    dtype: float64
  - name: note_id
    dtype: large_string
  - name: charttime
    dtype: large_string
  - name: exam_name
    dtype: large_string
  - name: cpt_code
    dtype: float64
  - name: report_text
    dtype: large_string
  splits:
  - name: radiology_details
    num_bytes: 794392906
    num_examples: 576542
  download_size: 350549252
  dataset_size: 794392906
- config_name: triage
  features:
  - name: ed_stay_id
    dtype: int64
  - name: subject_id
    dtype: int64
  - name: temperature
    dtype: decimal128(12, 9)
  - name: heartrate
    dtype: decimal128(13, 9)
  - name: resprate
    dtype: decimal128(13, 9)
  - name: o2sat
    dtype: decimal128(13, 9)
  - name: sbp
    dtype: decimal128(15, 9)
  - name: dbp
    dtype: decimal128(15, 9)
  - name: pain
    dtype: large_string
  - name: acuity
    dtype: decimal128(10, 9)
  - name: chiefcomplaint
    dtype: large_string
  splits:
  - name: triage
    num_bytes: 64267748
    num_examples: 399573
  download_size: 9120401
  dataset_size: 64267748
- config_name: vitals
  features:
  - name: ed_stay_id
    dtype: int64
  - name: subject_id
    dtype: int64
  - name: charttime
    dtype: large_string
  - name: temperature
    dtype: float64
  - name: heartrate
    dtype: float64
  - name: resprate
    dtype: float64
  - name: o2sat
    dtype: float64
  - name: sbp
    dtype: float64
  - name: dbp
    dtype: float64
  - name: rhythm
    dtype: large_string
  - name: pain
    dtype: large_string
  splits:
  - name: vitals
    num_bytes: 163957292
    num_examples: 1496038
  download_size: 28493237
  dataset_size: 163957292
- config_name: cohort_base
  data_files:
  - split: base
    path: cohort/base-*
- config_name: cohort_full
  data_files:
  - split: cohort_full
    path: cohort/cohort_full-*
- config_name: cohort_with_triage
  data_files:
  - split: with_triage
    path: cohort/with_triage-*
- config_name: ecg
  data_files:
  - split: ecg
    path: ecg/ecg-*
- config_name: ed_only_meds
  data_files:
  - split: ed_only
    path: stay_medications/ed_only-*
- config_name: height
  data_files:
  - split: height
    path: height/height-*
- config_name: height_weight
  data_files:
  - split: height
    path: height_weight/*.parquet
- config_name: labs_base
  data_files:
  - split: train
    path: lab_events/train-*
- config_name: medrecon
  data_files:
  - split: medrecon
    path: pre_arrival_meds/medrecon-*
- config_name: meds_admitted
  data_files:
  - split: meds_admit
    path: stay_medications/meds_admit-*
- config_name: microbiology_events
  data_files:
  - split: microbiology_events
    path: microbiology/microbiology_events-*
- config_name: omr
  data_files:
  - split: height
    path: omr/*.parquet
- config_name: omr_height
  data_files:
  - split: height
    path: omr/height-*
- config_name: omr_weight
  data_files:
  - split: weight
    path: omr/weight-*
- config_name: radiology_details
  data_files:
  - split: radiology_details
    path: radiology/radiology_details-*
- config_name: radology_details
  data_files:
  - split: radiology_details
    path: radiology/radiology_details-*
- config_name: triage
  data_files:
  - split: triage
    path: triage/triage-*
- config_name: vitals
  data_files:
  - split: vitals
    path: vitals/vitals-*
---
+---
  config_name: weight
  features:
  - name: subject_id
    dtype: int64
  - name: chartdate
    dtype: large_string
  - name: result_name
    dtype: large_string
  - name: result_value
    dtype: float64
  - name: __index_level_0__
    dtype: int64
  splits:
  - name: weight
    num_bytes: 92656744
    num_examples: 1647231
  download_size: 16255986
  dataset_size: 92656744
- config_name: weight
  data_files:
  - split: weight
    path: weight/weight-*
---
---
  config_name: height
  features:
  - name: subject_id
    dtype: int64
  - name: chartdate
    dtype: large_string
  - name: result_name
    dtype: large_string
  - name: result_value
    dtype: float64
  - name: __index_level_0__
    dtype: int64
  splits:
  - name: height
    num_bytes: 36955070
    num_examples: 656979
  download_size: 6808537
  dataset_size: 36955070
- config_name: height
  data_files:
  - split: height
    path: height/height-*
---
---
  config_name: weight
  features:
  - name: subject_id
    dtype: int64
  - name: chartdate
    dtype: large_string
  - name: result_name
    dtype: large_string
  - name: result_value
    dtype: float64
  - name: __index_level_0__
    dtype: int64
  splits:
  - name: weight
    num_bytes: 92656744
    num_examples: 1647231
  download_size: 16255986
  dataset_size: 92656744
- config_name: weight
  data_files:
  - split: weight
    path: weight/weight-*
---
---
  config_name: height
  features:
  - name: subject_id
    dtype: int64
  - name: chartdate
    dtype: large_string
  - name: result_name
    dtype: large_string
  - name: result_value
    dtype: float64
  - name: __index_level_0__
    dtype: int64
  splits:
  - name: height
    num_bytes: 36955070
    num_examples: 656979
  download_size: 6808537
  dataset_size: 36955070
- config_name: height
  data_files:
  - split: height
    path: height/height-*
---
---
  config_name: weight
  features:
  - name: subject_id
    dtype: int64
  - name: chartdate
    dtype: large_string
  - name: result_name
    dtype: large_string
  - name: result_value
    dtype: float64
  - name: __index_level_0__
    dtype: int64
  splits:
  - name: weight
    num_bytes: 92656744
    num_examples: 1647231
  download_size: 16255986
  dataset_size: 92656744
- config_name: weight
  data_files:
  - split: weight
    path: weight/weight-*
---
---
- config_name: cohort_base
  features:
  - name: subject_id
    dtype: int64
  - name: ed_stay_id
    dtype: int64
  - name: hadm_id
    dtype: float64
  - name: ed_intime
    dtype: large_string
  - name: ed_outtime
    dtype: large_string
  - name: disposition
    dtype: large_string
  - name: race
    dtype: large_string
  - name: arrival_transport
    dtype: large_string
  - name: first_careunit
    dtype: large_string
  - name: first_icu_intime
    dtype: large_string
  - name: base_pathway
    dtype: large_string
  - name: cohort_label
    dtype: large_string
  - name: gender
    dtype: large_string
  - name: anchor_age
    dtype: int64
  - name: anchor_year
    dtype: int64
  - name: age_at_visit
    dtype: int64
  - name: dod
    dtype: large_string
  - name: admittime
    dtype: large_string
  - name: dischtime
    dtype: large_string
  - name: admission_type
    dtype: large_string
  - name: discharge_location
    dtype: large_string
  - name: insurance
    dtype: large_string
  - name: language
    dtype: large_string
  - name: marital_status
    dtype: large_string
  splits:
  - name: base
    num_bytes: 134237598
    num_examples: 399573
  download_size: 20691220
  dataset_size: 134237598
- config_name: cohort_full
  features:
  - name: subject_id
    dtype: int64
  - name: ed_stay_id
    dtype: int64
  - name: hadm_id
    dtype: int64
  - name: ed_intime
    dtype: timestamp[us]
  - name: ed_outtime
    dtype: timestamp[us]
  - name: disposition
    dtype: large_string
  - name: race
    dtype: large_string
  - name: arrival_transport
    dtype: large_string
  - name: first_careunit
    dtype: large_string
  - name: first_icu_intime
    dtype: timestamp[us]
  - name: cohort_label
    dtype: large_string
  - name: gender
    dtype: large_string
  - name: anchor_age
    dtype: int64
  - name: anchor_year
    dtype: int64
  - name: age_at_visit
    dtype: int64
  - name: dod
    dtype: date32
  - name: admittime
    dtype: timestamp[us]
  - name: dischtime
    dtype: timestamp[us]
  - name: admission_type
    dtype: large_string
  - name: discharge_location
    dtype: large_string
  - name: insurance
    dtype: large_string
  - name: language
    dtype: large_string
  - name: marital_status
    dtype: large_string
  - name: ed_stay_id_2
    dtype: float64
  - name: stay_window_start
    dtype: timestamp[us]
  - name: stay_window_end
    dtype: timestamp[us]
  - name: ed_boarding_time_hrs
    dtype: float64
  splits:
  - name: cohort_full
    num_bytes: 112638529
    num_examples: 397675
  download_size: 26168677
  dataset_size: 112638529
- config_name: cohort_with_triage
  features:
  - name: subject_id
    dtype: int64
  - name: ed_stay_id
    dtype: int64
  - name: hadm_id
    dtype: float64
  - name: ed_intime
    dtype: large_string
  - name: ed_outtime
    dtype: large_string
  - name: disposition
    dtype: large_string
  - name: race
    dtype: large_string
  - name: arrival_transport
    dtype: large_string
  - name: first_careunit
    dtype: large_string
  - name: first_icu_intime
    dtype: large_string
  - name: cohort_label
    dtype: large_string
  - name: gender
    dtype: large_string
  - name: anchor_age
    dtype: int64
  - name: anchor_year
    dtype: int64
  - name: age_at_visit
    dtype: int64
  - name: dod
    dtype: large_string
  - name: admittime
    dtype: large_string
  - name: dischtime
    dtype: large_string
  - name: admission_type
    dtype: large_string
  - name: discharge_location
    dtype: large_string
  - name: insurance
    dtype: large_string
  - name: language
    dtype: large_string
  - name: marital_status
    dtype: large_string
  - name: ed_stay_id_2
    dtype: float64
  - name: stay_window_start
    dtype: large_string
  - name: stay_window_end
    dtype: large_string
  - name: ed_boarding_time_hrs
    dtype: float64
  - name: temperature
    dtype: float64
  - name: heartrate
    dtype: float64
  - name: resprate
    dtype: float64
  - name: o2sat
    dtype: float64
  - name: sbp
    dtype: float64
  - name: dbp
    dtype: float64
  - name: pain
    dtype: large_string
  - name: acuity
    dtype: float64
  - name: chiefcomplaint
    dtype: large_string
  splits:
  - name: with_triage
    num_bytes: 188206416
    num_examples: 397675
  download_size: 33043596
  dataset_size: 188206416
- config_name: ecg
  features:
  - name: ed_stay_id
    dtype: int64
  - name: subject_id
    dtype: int64
  - name: study_id
    dtype: int64
  - name: ecg_time
    dtype: large_string
  - name: machine_report
    dtype: large_string
  splits:
  - name: ecg
    num_bytes: 35781132
    num_examples: 247083
  download_size: 10387666
  dataset_size: 35781132
- config_name: ed_only_meds
  features:
  - name: subject_id
    dtype: int64
  - name: stay_id
    dtype: int64
  - name: hadm_id
    dtype: float64
  - name: disposition
    dtype: large_string
  - name: charttime
    dtype: large_string
  - name: med_rn
    dtype: int64
  - name: medication
    dtype: large_string
  - name: in_er
    dtype: bool
  splits:
  - name: ed_only
    num_bytes: 33616142
    num_examples: 337245
  download_size: 5136847
  dataset_size: 33616142
- config_name: height
  features:
  - name: subject_id
    dtype: int64
  - name: chartdate
    dtype: large_string
  - name: result_name
    dtype: large_string
  - name: result_value
    dtype: float64
  - name: __index_level_0__
    dtype: int64
  splits:
  - name: height
    num_bytes: 36955070
    num_examples: 656979
  download_size: 6808537
  dataset_size: 36955070
- config_name: height_weight
  features:
  - name: subject_id
    dtype: int64
  - name: chartdate
    dtype: large_string
  - name: result_name
    dtype: large_string
  - name: result_value
    dtype: float64
  - name: __index_level_0__
    dtype: int64
  splits:
  - name: height
    num_bytes: 36955070
    num_examples: 656979
  - name: weight
    num_bytes: 92656744
    num_examples: 1647231
  download_size: 23064523
  dataset_size: 129611814
- config_name: labs_base
  features:
  - name: ed_stay_id
    dtype: int64
  - name: subject_id
    dtype: int64
  - name: hadm_id
    dtype: int64
  - name: labevent_id
    dtype: int64
  - name: itemid
    dtype: int64
  - name: label
    dtype: large_string
  - name: fluid
    dtype: large_string
  - name: category
    dtype: large_string
  - name: order_time
    dtype: timestamp[us]
  - name: result_time
    dtype: timestamp[us]
  - name: flag
    dtype: large_string
  - name: ordered_location
    dtype: large_string
  - name: result_after_icu_transfer
    dtype: bool
  splits:
  - name: train
    num_bytes: 3940226140
    num_examples: 31072620
  download_size: 322368258
  dataset_size: 3940226140
- config_name: medrecon
  features:
  - name: ed_stay_id
    dtype: int64
  - name: subject_id
    dtype: int64
  - name: charttime
    dtype: large_string
  - name: name
    dtype: large_string
  - name: gsn
    dtype: int64
  - name: ndc
    dtype: int64
  - name: etccode
    dtype: float64
  - name: etcdescription
    dtype: large_string
  splits:
  - name: medrecon
    num_bytes: 400531544
    num_examples: 2869159
  download_size: 36681696
  dataset_size: 400531544
- config_name: meds_admitted
  features:
  - name: subject_id
    dtype: int64
  - name: stay_id
    dtype: int64
  - name: hadm_id
    dtype: float64
  - name: pyxis_charttime
    dtype: large_string
  - name: pyxis_med_rn
    dtype: float64
  - name: pyxis_medication
    dtype: large_string
  - name: emar_id
    dtype: large_string
  - name: emar_charttime
    dtype: large_string
  - name: emar_medication
    dtype: large_string
  - name: event_txt
    dtype: large_string
  - name: scheduletime
    dtype: large_string
  - name: in_er
    dtype: bool
  splits:
  - name: meds_admit
    num_bytes: 1508729053
    num_examples: 8771619
  download_size: 135945142
  dataset_size: 1508729053
- config_name: microbiology_events
  features:
  - name: subject_id
    dtype: int64
  - name: hadm_id
    dtype: int64
  - name: ed_stay_id
    dtype: int64
  - name: microevent_id
    dtype: int64
  - name: micro_specimen_id
    dtype: int64
  - name: charttime
    dtype: timestamp[us]
  - name: spec_itemid
    dtype: int64
  - name: spec_type_desc
    dtype: large_string
  - name: test_itemid
    dtype: int64
  - name: test_name
    dtype: large_string
  - name: org_name
    dtype: large_string
  - name: comments
    dtype: large_string
  - name: storetime
    dtype: timestamp[us]
  - name: result_available_in_er
    dtype: int64
  - name: disposition
    dtype: large_string
  - name: cohort_label
    dtype: large_string
  splits:
  - name: microbiology_events
    num_bytes: 184746779
    num_examples: 842611
  download_size: 22865375
  dataset_size: 184746779
- config_name: omr
  features:
  - name: subject_id
    dtype: int64
  - name: chartdate
    dtype: large_string
  - name: result_name
    dtype: large_string
  - name: result_value
    dtype: large_string
  splits:
  - name: omr
    num_bytes: 136956074
    num_examples: 2306912
  download_size: 13308572
  dataset_size: 136956074
- config_name: omr_height
  features:
  - name: subject_id
    dtype: int64
  - name: chartdate
    dtype: large_string
  - name: result_name
    dtype: large_string
  - name: result_value
    dtype: float64
  - name: __index_level_0__
    dtype: int64
  splits:
  - name: height
    num_bytes: 36955070
    num_examples: 656979
  download_size: 6808537
  dataset_size: 36955070
- config_name: omr_weight
  features:
  - name: subject_id
    dtype: int64
  - name: chartdate
    dtype: large_string
  - name: result_name
    dtype: large_string
  - name: result_value
    dtype: float64
  - name: __index_level_0__
    dtype: int64
  splits:
  - name: weight
    num_bytes: 92656744
    num_examples: 1647231
  download_size: 16255986
  dataset_size: 92656744
- config_name: radiology_details
  features:
  - name: ed_stay_id
    dtype: int64
  - name: subject_id
    dtype: int64
  - name: hadm_id
    dtype: float64
  - name: note_id
    dtype: large_string
  - name: charttime
    dtype: large_string
  - name: exam_name
    dtype: large_string
  - name: cpt_code
    dtype: float64
  - name: report_text
    dtype: large_string
  splits:
  - name: radiology_details
    num_bytes: 794392906
    num_examples: 576542
  download_size: 350549252
  dataset_size: 794392906
- config_name: radology_details
  features:
  - name: ed_stay_id
    dtype: int64
  - name: subject_id
    dtype: int64
  - name: hadm_id
    dtype: float64
  - name: note_id
    dtype: large_string
  - name: charttime
    dtype: large_string
  - name: exam_name
    dtype: large_string
  - name: cpt_code
    dtype: float64
  - name: report_text
    dtype: large_string
  splits:
  - name: radiology_details
    num_bytes: 794392906
    num_examples: 576542
  download_size: 350549252
  dataset_size: 794392906
- config_name: triage
  features:
  - name: ed_stay_id
    dtype: int64
  - name: subject_id
    dtype: int64
  - name: temperature
    dtype: decimal128(12, 9)
  - name: heartrate
    dtype: decimal128(13, 9)
  - name: resprate
    dtype: decimal128(13, 9)
  - name: o2sat
    dtype: decimal128(13, 9)
  - name: sbp
    dtype: decimal128(15, 9)
  - name: dbp
    dtype: decimal128(15, 9)
  - name: pain
    dtype: large_string
  - name: acuity
    dtype: decimal128(10, 9)
  - name: chiefcomplaint
    dtype: large_string
  splits:
  - name: triage
    num_bytes: 64267748
    num_examples: 399573
  download_size: 9120401
  dataset_size: 64267748
- config_name: vitals
  features:
  - name: ed_stay_id
    dtype: int64
  - name: subject_id
    dtype: int64
  - name: charttime
    dtype: large_string
  - name: temperature
    dtype: float64
  - name: heartrate
    dtype: float64
  - name: resprate
    dtype: float64
  - name: o2sat
    dtype: float64
  - name: sbp
    dtype: float64
  - name: dbp
    dtype: float64
  - name: rhythm
    dtype: large_string
  - name: pain
    dtype: large_string
  splits:
  - name: vitals
    num_bytes: 163957292
    num_examples: 1496038
  download_size: 28493237
  dataset_size: 163957292
- config_name: cohort_base
  data_files:
  - split: base
    path: cohort/base-*
- config_name: cohort_full
  data_files:
  - split: cohort_full
    path: cohort/cohort_full-*
- config_name: cohort_with_triage
  data_files:
  - split: with_triage
    path: cohort/with_triage-*
- config_name: ecg
  data_files:
  - split: ecg
    path: ecg/ecg-*
- config_name: ed_only_meds
  data_files:
  - split: ed_only
    path: stay_medications/ed_only-*
- config_name: height
  data_files:
  - split: height
    path: height/height-*
- config_name: height_weight
  data_files:
  - split: height
    path: height_weight/*.parquet
- config_name: labs_base
  data_files:
  - split: train
    path: lab_events/train-*
- config_name: medrecon
  data_files:
  - split: medrecon
    path: pre_arrival_meds/medrecon-*
- config_name: meds_admitted
  data_files:
  - split: meds_admit
    path: stay_medications/meds_admit-*
- config_name: microbiology_events
  data_files:
  - split: microbiology_events
    path: microbiology/microbiology_events-*
- config_name: omr
  data_files:
  - split: height
    path: omr/*.parquet
- config_name: omr_height
  data_files:
  - split: height
    path: omr/height-*
- config_name: omr_weight
  data_files:
  - split: weight
    path: omr/weight-*
- config_name: radiology_details
  data_files:
  - split: radiology_details
    path: radiology/radiology_details-*
- config_name: radology_details
  data_files:
  - split: radiology_details
    path: radiology/radiology_details-*
- config_name: triage
  data_files:
  - split: triage
    path: triage/triage-*
- config_name: vitals
  data_files:
  - split: vitals
    path: vitals/vitals-*
---
 ## omr
 
 Height and weight measurement records from hosp.omr for cohort patients — separated to take single measurements of height as an average of all available height measurements for a patient and retaining all separate weight measurements.  Duplicates were dropped Used to supplement ED and inpatient state features with recent baseline measurements.

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