diff --git a/hdr/variable-definitions.yaml b/hdr/variable-definitions.yaml index 7712958..0e7e0b9 100644 --- a/hdr/variable-definitions.yaml +++ b/hdr/variable-definitions.yaml @@ -10,6 +10,8 @@ data_source: high: None meaning: None snomed: None + imputation: No + prediction: No encounter_id: category: identifier description: Unique identifier associated with a patient unit stay @@ -22,6 +24,8 @@ encounter_id: high: None meaning: None snomed: None + imputation: No + prediction: No patient_id: category: identifier description: Unique identifier associated with a patient @@ -34,6 +38,8 @@ patient_id: high: None meaning: None snomed: None + imputation: No + prediction: No country: category: demographic description: Country in which this patient was admitted @@ -41,11 +47,13 @@ country: example: None unitofmeasure: None permissibleRange: - coded: None + coded: ["Australia", "New Zealand", "USA"] low: None high: None meaning: None snomed: None + imputation: No + prediction: No hospital_id: category: identifier description: Unique identifier associated with a hospital @@ -58,6 +66,8 @@ hospital_id: high: None meaning: None snomed: None + imputation: No + prediction: No teaching_hospital: category: demographic description: Whether the admitting hospital provides teaching services to medical students @@ -70,6 +80,8 @@ teaching_hospital: high: 1 meaning: Inclusive snomed: None + imputation: No + prediction: No hospital_bed_size: category: demographic description: The total number of beds at the admitting hospital, grouped @@ -77,11 +89,13 @@ hospital_bed_size: example: None unitofmeasure: None permissibleRange: - coded: None + coded: ["", "<100", "100 - 249", "250 - 499", ">= 500"] low: None high: None meaning: None snomed: None + imputation: No + prediction: No hospital_bed_size_numeric: category: demographic description: The total number of beds at the admitting hospital @@ -94,6 +108,8 @@ hospital_bed_size_numeric: high: None meaning: None snomed: None + imputation: No + prediction: No hospital_type: category: demographic description: A classification which indicates the level of care the hospital is capable of providing @@ -101,11 +117,13 @@ hospital_type: example: Tertiary unitofmeasure: None permissibleRange: - coded: None + coded: ["", "Metropolitan", "Private", "Rural / Regional", "Tertiary"] low: None high: None note: None snomed: None + imputation: No + prediction: No icu_id: category: demographic description: A unique identifier for the unit to which the patient was admitted @@ -118,35 +136,41 @@ icu_id: high: None note: None snomed: None + imputation: No + prediction: No icu_type: category: demographic description: A classification which indicates the type of care the unit is capable of providing dataType: string - example: Neurological ICU + example: Neuro ICU unitofmeasure: None permissibleRange: - coded: None + coded: ["","Cardiac ICU","CCU-CTICU","CSICU","CTICU","Med-Surg ICU", "MICU", "Neuro ICU", "SICU"] low: None high: None note: None snomed: None + imputation: No + prediction: No icu_stay_type: category: demographic - description: TODO + description: The circumstances of how the patient arrived in the ICU and type of care received. dataType: string - example: None + example: admit unitofmeasure: None permissibleRange: - coded: None + coded: ["" , "admit" , "HDU" , "ICU" , "readmit", "transfer"] low: None high: None note: None snomed: None + imputation: No + prediction: No age: category: demographic description: The age of the patient on unit admission dataType: numeric - example: None + example: 67 unitofmeasure: Years permissibleRange: coded: None @@ -154,6 +178,8 @@ age: high: 130 note: None snomed: None + imputation: Yes + prediction: Yes gender: category: demographic description: The genotypical sex of the patient @@ -161,11 +187,13 @@ gender: example: M unitofmeasure: None permissibleRange: - coded: None + coded: ["", "F", "M"] low: None high: None note: None snomed: None + imputation: No + prediction: No weight: category: demographic description: The weight (body mass) of the person on unit admission @@ -178,6 +206,8 @@ weight: high: 300 note: None snomed: None + imputation: No + prediction: No height: category: demographic description: The height of the person on unit admission @@ -190,6 +220,8 @@ height: high: 300 note: None snomed: None + imputation: No + prediction: No bmi: category: demographic description: The body mass index of the person on unit admission @@ -202,6 +234,8 @@ bmi: high: None note: None snomed: None + imputation: No + prediction: No ethnicity: category: demographic description: The common national or cultural tradition which the person belongs to @@ -209,11 +243,13 @@ ethnicity: example: Caucasian unitofmeasure: None permissibleRange: - coded: None + coded: ["", "African American","Asian", "Caucasian","Hispanic" ,"Indigenous" , "Native American" , "Other/Unknown" ] low: None high: None note: None snomed: None + imputation: No + prediction: No pregnant: category: demographic description: Whether the person is currently pregnant @@ -226,18 +262,22 @@ pregnant: high: 1 note: None snomed: None + imputation: No + prediction: No smoking_status: category: demographic description: Whether the patient is currently an active smoker - dataType: binary - example: 0 + dataType: string + example: Non-smoker unitofmeasure: None permissibleRange: - coded: None - low: 0 - high: 1 + coded: ["", "Current Smoker" ,"Ex-Smoker" , "Never Smoked" ] + low: None + high: None note: None snomed: None + imputation: No + prediction: No hospital_admit_source: category: demographic description: The location of the patient prior to being admitted to the hospital @@ -245,23 +285,27 @@ hospital_admit_source: example: Home unitofmeasure: None permissibleRange: - coded: None + coded: ["", "Acute Care/Floor", "Chest Pain Center", "Chronic Care Hospital (including nursing homes)", "Direct Admit", "Emergency Department", "Floor", "Home", "ICU", "ICU to SDU", "Observation", "Operating Room", "Other", "Other Acute Hospital", "Other Hospital", "Other hospital ICU", "Other ICU", "PACU", "Recovery Room", "Step-Down Unit (SDU)"] low: None high: None note: None snomed: None + imputation: No + prediction: No hospital_disch_location: category: demographic description: The location of the patient after being discharged from the hospital dataType: string example: Skilled nursing facility - unitofmeasure: Nnoe + unitofmeasure: None permissibleRange: - coded: None + coded: ["", "Death", "Died in Hospital", "Discharged home", "Home", "Nursing Home", "Other", "Other External", "Other Hospital", "Rehabilitation", "Skilled Nursing Facility", "Transferred to Chronic Care/Rehabilitation Hospital", "Transferred to Other Acute Care Hospital", "Transferred to Other Hospital ICU"] low: None high: None note: None snomed: None + imputation: No + prediction: No hospital_los_days: category: demographic description: The length of stay of the patient at the hospital @@ -274,6 +318,8 @@ hospital_los_days: high: None note: None snomed: None + imputation: No + prediction: No hospital_death: category: demographic description: Whether the patient died during this hospitalization @@ -286,18 +332,22 @@ hospital_death: high: 1 note: None snomed: None + imputation: No + prediction: No icu_admit_source: category: demographic description: The location of the patient prior to being admitted to the unit dataType: string - example: Operating room + example: Operating Room / Recovery unitofmeasure: None permissibleRange: - coded: None + coded: ["", "Accident & Emergency", "Floor", "Operating Room / Recovery", "Other Hospital", "Other ICU"] low: None high: None note: None snomed: None + imputation: Yes + prediction: Yes icu_admit_type: category: demographic description: The type of unit admission for the patient @@ -310,18 +360,22 @@ icu_admit_type: high: None note: None snomed: None + imputation: No + prediction: No icu_disch_location: category: demographic description: The location of the patient after discharge from the unit dataType: string - example: Ward + example: Home unitofmeasure: None permissibleRange: - coded: None + coded: ["", "Acute Care/Floor", "Death", "Died in ICU", "Floor", "Home", "ICU", "Nursing Home", "Operating Room", "Other", "Other External", "Other Hospital", "Other ICU", "Other ICU (CABG)", "Other Internal", "Rehabilitation", "Skilled Nursing Facility", "Step-Down Unit (SDU)", "Survived ICU", "Telemetry", "Transferred to another hospital", "Transferred to another ICU"] low: None high: None note: None snomed: None + imputation: No + prediction: No pre_icu_los_days: category: demographic description: The length of stay of the patient between hospital admission and unit admission @@ -334,6 +388,8 @@ pre_icu_los_days: high: None note: None snomed: None + imputation: No + prediction: No icu_los_days: category: demographic description: The length of stay of the patient in the unit @@ -346,6 +402,8 @@ icu_los_days: high: None note: None snomed: None + imputation: No + prediction: No icu_death: category: demographic description: Whether the patient died during this unit stay @@ -358,6 +416,8 @@ icu_death: high: 1 note: None snomed: None + imputation: No + prediction: No elective_surgery: category: demographic description: Whether the patient was admitted to the hospital for an elective surgical operation @@ -370,6 +430,8 @@ elective_surgery: high: 1 note: None snomed: None + imputation: Yes + prediction: Yes readmission_status: category: demographic description: Whether the current unit stay is the second (or greater) stay at an ICU within the same hospitalization @@ -382,6 +444,8 @@ readmission_status: high: 1 note: None snomed: None + imputation: No + prediction: No d1_heartrate_min: category: vitals description: The patient's lowest heart rate during the first 24 hours of their unit stay @@ -394,6 +458,8 @@ d1_heartrate_min: high: 300 note: None snomed: None + imputation: Yes + prediction: Yes d1_heartrate_max: category: vitals description: The patient's highest heart rate during the first 24 hours of their unit stay @@ -406,6 +472,8 @@ d1_heartrate_max: high: 300 note: None snomed: None + imputation: Yes + prediction: Yes d1_resprate_min: category: vitals description: The patient's lowest respiratory rate during the first 24 hours of their unit stay @@ -418,6 +486,8 @@ d1_resprate_min: high: 80 note: None snomed: None + imputation: Yes + prediction: Yes d1_resprate_max: category: vitals description: The patient's highest respiratory rate during the first 24 hours of their unit stay @@ -430,6 +500,8 @@ d1_resprate_max: high: 80 note: None snomed: None + imputation: Yes + prediction: Yes d1_spo2_min: category: vitals description: The patient's lowest peripheral oxygen saturation during the first 24 hours of their unit stay @@ -442,6 +514,8 @@ d1_spo2_min: high: 100 note: None snomed: None + imputation: Yes + prediction: Yes d1_spo2_max: category: vitals description: The patient's highest peripheral oxygen saturation during the first 24 hours of their unit stay @@ -454,6 +528,8 @@ d1_spo2_max: high: 100 note: None snomed: None + imputation: Yes + prediction: Yes d1_temp_min: category: vitals description: The patient's lowest core temperature during the first 24 hours of their unit stay @@ -466,6 +542,8 @@ d1_temp_min: high: 46 note: None snomed: None + imputation: Yes + prediction: Yes d1_temp_max: category: vitals description: The patient's highest core temperature during the first 24 hours of their unit stay, invasively measured @@ -478,6 +556,8 @@ d1_temp_max: high: 46 note: None snomed: None + imputation: Yes + prediction: Yes d1_sysbp_invasive_min: category: vitals description: The patient's lowest systolic blood pressure during the first 24 hours of their unit stay, invasively measured @@ -490,6 +570,8 @@ d1_sysbp_invasive_min: high: 400 note: None snomed: None + imputation: No + prediction: No d1_sysbp_invasive_max: category: vitals description: The patient's highest systolic blood pressure during the first 24 hours of their unit stay, invasively measured @@ -502,6 +584,8 @@ d1_sysbp_invasive_max: high: 400 note: None snomed: None + imputation: No + prediction: No d1_diasbp_invasive_min: category: vitals description: The patient's lowest diastolic blood pressure during the first 24 hours of their unit stay, invasively measured @@ -514,6 +598,8 @@ d1_diasbp_invasive_min: high: 300 note: None snomed: None + imputation: No + prediction: No d1_diasbp_invasive_max: category: vitals description: The patient's highest diastolic blood pressure during the first 24 hours of their unit stay, invasively measured @@ -526,6 +612,8 @@ d1_diasbp_invasive_max: high: 300 note: None snomed: None + imputation: No + prediction: No d1_mbp_invasive_min: category: vitals description: The patient's lowest mean blood pressure during the first 24 hours of their unit stay, invasively measured @@ -538,6 +626,8 @@ d1_mbp_invasive_min: high: 300 note: None snomed: None + imputation: No + prediction: No d1_mbp_invasive_max: category: vitals description: The patient's highest mean blood pressure during the first 24 hours of their unit stay, invasively measured @@ -550,6 +640,8 @@ d1_mbp_invasive_max: high: 300 note: None snomed: None + imputation: No + prediction: No d1_sysbp_noninvasive_min: category: vitals description: The patient's lowest systolic blood pressure during the first 24 hours of their unit stay, non-invasively measured @@ -562,6 +654,8 @@ d1_sysbp_noninvasive_min: high: 400 note: None snomed: None + imputation: No + prediction: No d1_sysbp_noninvasive_max: category: vitals description: The patient's highest systolic blood pressure during the first 24 hours of their unit stay, non-invasively measured @@ -574,6 +668,8 @@ d1_sysbp_noninvasive_max: high: 400 note: None snomed: None + imputation: No + prediction: No d1_diasbp_noninvasive_min: category: vitals description: The patient's lowest diastolic blood pressure during the first 24 hours of their unit stay, non-invasively measured @@ -586,6 +682,8 @@ d1_diasbp_noninvasive_min: high: 300 note: None snomed: None + imputation: No + prediction: No d1_diasbp_noninvasive_max: category: vitals description: The patient's highest diastolic blood pressure during the first 24 hours of their unit stay, non-invasively measured @@ -598,6 +696,8 @@ d1_diasbp_noninvasive_max: high: 300 note: None snomed: None + imputation: No + prediction: No d1_mbp_noninvasive_min: category: vitals description: The patient's lowest mean blood pressure during the first 24 hours of their unit stay, non-invasively measured @@ -610,6 +710,8 @@ d1_mbp_noninvasive_min: high: 300 note: None snomed: None + imputation: No + prediction: No d1_mbp_noninvasive_max: category: vitals description: The patient's highest mean blood pressure during the first 24 hours of their unit stay, non-invasively measured @@ -622,6 +724,8 @@ d1_mbp_noninvasive_max: high: 300 note: None snomed: None + imputation: No + prediction: No d1_sysbp_min: category: vitals description: The patient's lowest systolic blood pressure during the first 24 hours of their unit stay, either non-invasively or invasively measured @@ -634,6 +738,8 @@ d1_sysbp_min: high: 400 note: None snomed: None + imputation: Yes + prediction: Yes d1_sysbp_max: category: vitals description: The patient's highest systolic blood pressure during the first 24 hours of their unit stay, either non-invasively or invasively measured @@ -646,6 +752,8 @@ d1_sysbp_max: high: 400 note: None snomed: None + imputation: Yes + prediction: Yes d1_diasbp_min: category: vitals description: The patient's lowest diastolic blood pressure during the first 24 hours of their unit stay, either non-invasively or invasively measured @@ -658,6 +766,8 @@ d1_diasbp_min: high: 300 note: None snomed: None + imputation: Yes + prediction: Yes d1_diasbp_max: category: vitals description: The patient's highest diastolic blood pressure during the first 24 hours of their unit stay, either non-invasively or invasively measured @@ -670,6 +780,8 @@ d1_diasbp_max: high: 300 note: None snomed: None + imputation: Yes + prediction: Yes d1_mbp_min: category: vitals description: The patient's lowest mean blood pressure during the first 24 hours of their unit stay, either non-invasively or invasively measured @@ -682,6 +794,8 @@ d1_mbp_min: high: 300 note: None snomed: None + imputation: Yes + prediction: Yes d1_mbp_max: category: vitals description: The patient's highest mean blood pressure during the first 24 hours of their unit stay, either non-invasively or invasively measured @@ -694,6 +808,8 @@ d1_mbp_max: high: 300 note: None snomed: None + imputation: Yes + prediction: Yes d1_pasys_invasive_min: category: vitals description: The patient's lowest systolic pulmonary artery pressure during the first 24 hours of their unit stay, invasively measured @@ -706,6 +822,8 @@ d1_pasys_invasive_min: high: 80 note: None snomed: None + imputation: No + prediction: No d1_pasys_invasive_max: category: vitals description: The patient's highest systolic pulmonary artery pressure during the first 24 hours of their unit stay, invasively measured @@ -718,6 +836,8 @@ d1_pasys_invasive_max: high: 80 note: None snomed: None + imputation: No + prediction: No d1_padias_invasive_min: category: vitals description: The patient's lowest diastolic pulmonary artery pressure during the first 24 hours of their unit stay, invasively measured @@ -730,6 +850,8 @@ d1_padias_invasive_min: high: 80 note: None snomed: None + imputation: No + prediction: No d1_padias_invasive_max: category: vitals description: The patient's highest mean pulmonary artery pressure during the first 24 hours of their unit stay, invasively measured @@ -742,6 +864,8 @@ d1_padias_invasive_max: high: 80 note: None snomed: None + imputation: No + prediction: No d1_pamean_invasive_min: category: vitals description: The patient's lowest mean pulmonary artery pressure during the first 24 hours of their unit stay, invasively measured @@ -754,6 +878,8 @@ d1_pamean_invasive_min: high: 80 note: None snomed: None + imputation: No + prediction: No d1_pamean_invasive_max: category: vitals description: The patient's highest mean pulmonary artery pressure during the first 24 hours of their unit stay, invasively measured @@ -766,6 +892,8 @@ d1_pamean_invasive_max: high: 80 note: None snomed: None + imputation: No + prediction: No h1_heartrate_min: category: vitals description: The patient's lowest heart rate during the first hour of their unit stay @@ -778,6 +906,8 @@ h1_heartrate_min: high: 300 note: None snomed: None + imputation: No + prediction: No h1_heartrate_max: category: vitals description: The patient's highest heart rate during the first hour of their unit stay @@ -790,6 +920,8 @@ h1_heartrate_max: high: 300 note: None snomed: None + imputation: No + prediction: No h1_resprate_min: category: vitals description: The patient's lowest respiratory rate during the first hour of their unit stay @@ -802,6 +934,8 @@ h1_resprate_min: high: 80 note: None snomed: None + imputation: No + prediction: No h1_resprate_max: category: vitals description: The patient's highest respiratory rate during the first hour of their unit stay @@ -814,6 +948,8 @@ h1_resprate_max: high: 80 note: None snomed: None + imputation: No + prediction: No h1_spo2_min: category: vitals description: The patient's lowest peripheral oxygen saturation during the first hour of their unit stay @@ -826,6 +962,8 @@ h1_spo2_min: high: 100 note: None snomed: None + imputation: No + prediction: No h1_spo2_max: category: vitals description: The patient's highest peripheral oxygen saturation during the first hour of their unit stay @@ -838,6 +976,8 @@ h1_spo2_max: high: 100 note: None snomed: None + imputation: No + prediction: No h1_temp_min: category: vitals description: The patient's lowest core temperature during the first hour of their unit stay @@ -850,6 +990,8 @@ h1_temp_min: high: 46 note: None snomed: None + imputation: No + prediction: No h1_temp_max: category: vitals description: The patient's highest core temperature during the first hour of their unit stay, invasively measured @@ -862,6 +1004,8 @@ h1_temp_max: high: 46 note: None snomed: None + imputation: No + prediction: No h1_sysbp_invasive_min: category: vitals description: The patient's lowest systolic blood pressure during the first hour of their unit stay, invasively measured @@ -874,6 +1018,8 @@ h1_sysbp_invasive_min: high: 400 note: None snomed: None + imputation: No + prediction: No h1_sysbp_invasive_max: category: vitals description: The patient's highest systolic blood pressure during the first hour of their unit stay, invasively measured @@ -886,6 +1032,8 @@ h1_sysbp_invasive_max: high: 400 note: None snomed: None + imputation: No + prediction: No h1_diasbp_invasive_min: category: vitals description: The patient's lowest diastolic blood pressure during the first hour of their unit stay, invasively measured @@ -898,6 +1046,8 @@ h1_diasbp_invasive_min: high: 300 note: None snomed: None + imputation: No + prediction: No h1_diasbp_invasive_max: category: vitals description: The patient's highest diastolic blood pressure during the first hour of their unit stay, invasively measured @@ -910,6 +1060,8 @@ h1_diasbp_invasive_max: high: 300 note: None snomed: None + imputation: No + prediction: No h1_mbp_invasive_min: category: vitals description: The patient's lowest mean blood pressure during the first hour of their unit stay, invasively measured @@ -922,6 +1074,8 @@ h1_mbp_invasive_min: high: 300 note: None snomed: None + imputation: No + prediction: No h1_mbp_invasive_max: category: vitals description: The patient's highest mean blood pressure during the first hour of their unit stay, invasively measured @@ -934,6 +1088,8 @@ h1_mbp_invasive_max: high: 300 note: None snomed: None + imputation: No + prediction: No h1_sysbp_noninvasive_min: category: vitals description: The patient's lowest systolic blood pressure during the first hour of their unit stay, non-invasively measured @@ -946,6 +1102,8 @@ h1_sysbp_noninvasive_min: high: 400 note: None snomed: None + imputation: No + prediction: No h1_sysbp_noninvasive_max: category: vitals description: The patient's highest systolic blood pressure during the first hour of their unit stay, non-invasively measured @@ -958,6 +1116,8 @@ h1_sysbp_noninvasive_max: high: 400 note: None snomed: None + imputation: No + prediction: No h1_diasbp_noninvasive_min: category: vitals description: The patient's lowest diastolic blood pressure during the first hour of their unit stay, non-invasively measured @@ -970,6 +1130,8 @@ h1_diasbp_noninvasive_min: high: 300 note: None snomed: None + imputation: No + prediction: No h1_diasbp_noninvasive_max: category: vitals description: The patient's highest diastolic blood pressure during the first hour of their unit stay, non-invasively measured @@ -982,6 +1144,8 @@ h1_diasbp_noninvasive_max: high: 300 note: None snomed: None + imputation: No + prediction: No h1_mbp_noninvasive_min: category: vitals description: The patient's lowest mean blood pressure during the first hour of their unit stay, non-invasively measured @@ -994,6 +1158,8 @@ h1_mbp_noninvasive_min: high: 300 note: None snomed: None + imputation: No + prediction: No h1_mbp_noninvasive_max: category: vitals description: The patient's highest mean blood pressure during the first hour of their unit stay, non-invasively measured @@ -1006,6 +1172,8 @@ h1_mbp_noninvasive_max: high: 300 note: None snomed: None + imputation: No + prediction: No h1_sysbp_min: category: vitals description: The patient's lowest systolic blood pressure during the first hour of their unit stay, either non-invasively or invasively measured @@ -1018,6 +1186,8 @@ h1_sysbp_min: high: 400 note: None snomed: None + imputation: No + prediction: No h1_sysbp_max: category: vitals description: The patient's highest systolic blood pressure during the first hour of their unit stay, either non-invasively or invasively measured @@ -1030,6 +1200,8 @@ h1_sysbp_max: high: 400 note: None snomed: None + imputation: No + prediction: No h1_diasbp_min: category: vitals description: The patient's lowest diastolic blood pressure during the first hour of their unit stay, either non-invasively or invasively measured @@ -1042,6 +1214,8 @@ h1_diasbp_min: high: 300 note: None snomed: None + imputation: No + prediction: No h1_diasbp_max: category: vitals description: The patient's highest diastolic blood pressure during the first hour of their unit stay, either non-invasively or invasively measured @@ -1054,6 +1228,8 @@ h1_diasbp_max: high: 300 note: None snomed: None + imputation: No + prediction: No h1_mbp_min: category: vitals description: The patient's lowest mean blood pressure during the first hour of their unit stay, either non-invasively or invasively measured @@ -1066,6 +1242,8 @@ h1_mbp_min: high: 300 note: None snomed: None + imputation: No + prediction: No h1_mbp_max: category: vitals description: The patient's highest mean blood pressure during the first hour of their unit stay, either non-invasively or invasively measured @@ -1078,6 +1256,8 @@ h1_mbp_max: high: 300 note: None snomed: None + imputation: No + prediction: No h1_pasys_invasive_min: category: vitals description: The patient's lowest systolic pulmonary artery pressure during the first hour of their unit stay, invasively measured @@ -1090,6 +1270,8 @@ h1_pasys_invasive_min: high: 80 note: None snomed: None + imputation: No + prediction: No h1_pasys_invasive_max: category: vitals description: The patient's highest systolic pulmonary artery pressure during the first hour of their unit stay, invasively measured @@ -1102,6 +1284,8 @@ h1_pasys_invasive_max: high: 80 note: None snomed: None + imputation: No + prediction: No h1_padias_invasive_min: category: vitals description: The patient's lowest diastolic pulmonary artery pressure during the first hour of their unit stay, invasively measured @@ -1114,6 +1298,8 @@ h1_padias_invasive_min: high: 80 note: None snomed: None + imputation: No + prediction: No h1_padias_invasive_max: category: vitals description: The patient's highest mean pulmonary artery pressure during the first hour of their unit stay, invasively measured @@ -1126,6 +1312,8 @@ h1_padias_invasive_max: high: 80 note: None snomed: None + imputation: No + prediction: No h1_pamean_invasive_min: category: vitals description: The patient's lowest mean pulmonary artery pressure during the first hour of their unit stay, invasively measured @@ -1138,6 +1326,8 @@ h1_pamean_invasive_min: high: 80 note: None snomed: None + imputation: No + prediction: No h1_pamean_invasive_max: category: vitals description: The patient's highest mean pulmonary artery pressure during the first hour of their unit stay, invasively measured @@ -1150,6 +1340,8 @@ h1_pamean_invasive_max: high: 80 note: None snomed: None + imputation: No + prediction: No d1_albumin_min: category: labs description: The lowest albumin concentration of the patient in their serum during the first 24 hours of their unit stay @@ -1162,6 +1354,8 @@ d1_albumin_min: high: 65 note: None snomed: None + imputation: Yes + prediction: Yes d1_albumin_max: category: labs description: The lowest albumin concentration of the patient in their serum during the first 24 hours of their unit stay @@ -1174,6 +1368,8 @@ d1_albumin_max: high: 65 note: None snomed: None + imputation: Yes + prediction: Yes d1_bilirubin_min: category: labs description: The lowest bilirubin concentration of the patient in their serum or plasma during the first 24 hours of their unit stay @@ -1186,6 +1382,8 @@ d1_bilirubin_min: high: 1200 note: None snomed: None + imputation: Yes + prediction: Yes d1_bilirubin_max: category: labs description: The highest bilirubin concentration of the patient in their serum or plasma during the first 24 hours of their unit stay @@ -1198,6 +1396,8 @@ d1_bilirubin_max: high: 1200 note: None snomed: None + imputation: Yes + prediction: Yes d1_bun_min: category: labs description: The lowest blood urea nitrogen concentration of the patient in their serum or plasma during the first 24 hours of their unit stay @@ -1210,6 +1410,8 @@ d1_bun_min: high: 70 note: None snomed: None + imputation: Yes + prediction: Yes d1_bun_max: category: labs description: The highest blood urea nitrogen concentration of the patient in their serum or plasma during the first 24 hours of their unit stay @@ -1222,6 +1424,8 @@ d1_bun_max: high: 70 note: None snomed: None + imputation: Yes + prediction: Yes d1_calcium_min: category: labs description: The lowest calcium concentration of the patient in their serum during the first 24 hours of their unit stay @@ -1234,6 +1438,8 @@ d1_calcium_min: high: 20 note: None snomed: None + imputation: Yes + prediction: Yes d1_calcium_max: category: labs description: The highest calcium concentration of the patient in their serum during the first 24 hours of their unit stay @@ -1246,6 +1452,8 @@ d1_calcium_max: high: 20 note: None snomed: None + imputation: Yes + prediction: Yes d1_creatinine_min: category: labs description: The lowest creatinine concentration of the patient in their serum or plasma during the first 24 hours of their unit stay @@ -1258,6 +1466,8 @@ d1_creatinine_min: high: 2500 note: None snomed: None + imputation: Yes + prediction: Yes d1_creatinine_max: category: labs description: The highest creatinine concentration of the patient in their serum or plasma during the first 24 hours of their unit stay @@ -1270,6 +1480,8 @@ d1_creatinine_max: high: 2500 note: None snomed: None + imputation: Yes + prediction: Yes d1_glucose_min: category: labs description: The lowest glucose concentration of the patient in their serum or plasma during the first 24 hours of their unit stay @@ -1282,6 +1494,8 @@ d1_glucose_min: high: 90 note: None snomed: None + imputation: Yes + prediction: Yes d1_glucose_max: category: labs description: The highest glucose concentration of the patient in their serum or plasma during the first 24 hours of their unit stay @@ -1294,6 +1508,8 @@ d1_glucose_max: high: 90 note: None snomed: None + imputation: Yes + prediction: Yes d1_inr_min: category: labs description: The lowest international normalized ratio for the patient during the first 24 hours of their unit stay @@ -1306,6 +1522,8 @@ d1_inr_min: high: 10 note: None snomed: None + imputation: Yes + prediction: Yes d1_inr_max: category: labs description: The highest international normalized ratio for the patient during the first 24 hours of their unit stay @@ -1318,6 +1536,8 @@ d1_inr_max: high: 10 note: None snomed: None + imputation: Yes + prediction: Yes d1_hco3_min: category: labs description: The lowest bicarbonate concentration for the patient in their serum or plasma during the first 24 hours of their unit stay @@ -1330,6 +1550,8 @@ d1_hco3_min: high: 60 note: None snomed: None + imputation: Yes + prediction: Yes d1_hco3_max: category: labs description: The highest bicarbonate concentration for the patient in their serum or plasma during the first 24 hours of their unit stay @@ -1342,6 +1564,8 @@ d1_hco3_max: high: 60 note: None snomed: None + imputation: Yes + prediction: Yes d1_hematocrit_min: category: labs description: The lowest volume proportion of red blood cells in a patient's blood during the first 24 hours of their unit stay, expressed as a fraction @@ -1354,6 +1578,8 @@ d1_hematocrit_min: high: 0.75 note: None snomed: None + imputation: Yes + prediction: Yes d1_hematocrit_max: category: labs description: The highest volume proportion of red blood cells in a patient's blood during the first 24 hours of their unit stay, expressed as a fraction @@ -1366,6 +1592,8 @@ d1_hematocrit_max: high: 0.75 note: None snomed: None + imputation: Yes + prediction: Yes d1_hemaglobin_min: category: labs description: The lowest hemoglobin concentration for the patient during the first 24 hours of their unit stay @@ -1378,6 +1606,8 @@ d1_hemaglobin_min: high: 25.0 note: None snomed: None + imputation: Yes + prediction: Yes d1_hemaglobin_max: category: labs description: The highest hemoglobin concentration for the patient during the first 24 hours of their unit stay @@ -1390,6 +1620,8 @@ d1_hemaglobin_max: high: 25.0 note: None snomed: None + imputation: Yes + prediction: Yes d1_lactate_min: category: labs description: The lowest lactate concentration for the patient in their serum or plasma during the first 24 hours of their unit stay @@ -1402,6 +1634,8 @@ d1_lactate_min: high: 30.0 note: None snomed: None + imputation: Yes + prediction: Yes d1_lactate_max: category: labs description: The highest lactate concentration for the patient in their serum or plasma during the first 24 hours of their unit stay @@ -1414,6 +1648,8 @@ d1_lactate_max: high: 30.0 note: None snomed: None + imputation: Yes + prediction: Yes d1_platelets_min: category: labs description: The lowest platelet count for the patient during the first 24 hours of their unit stay @@ -1426,6 +1662,8 @@ d1_platelets_min: high: 1500 note: None snomed: None + imputation: Yes + prediction: Yes d1_platelets_max: category: labs description: The highest platelet count for the patient during the first 24 hours of their unit stay @@ -1438,6 +1676,8 @@ d1_platelets_max: high: 1500 note: None snomed: None + imputation: Yes + prediction: Yes d1_potassium_min: category: labs description: The lowest potassium concentration for the patient in their serum or plasma during the first 24 hours of their unit stay @@ -1450,6 +1690,8 @@ d1_potassium_min: high: 12 note: None snomed: None + imputation: Yes + prediction: Yes d1_potassium_max: category: labs description: The highest potassium concentration for the patient in their serum or plasma during the first 24 hours of their unit stay @@ -1462,6 +1704,8 @@ d1_potassium_max: high: 12 note: None snomed: None + imputation: Yes + prediction: Yes d1_sodium_min: category: labs description: The lowest sodium concentration for the patient in their serum or plasma during the first 24 hours of their unit stay @@ -1474,6 +1718,8 @@ d1_sodium_min: high: 215 note: None snomed: None + imputation: Yes + prediction: Yes d1_sodium_max: category: labs description: The highest sodium concentration for the patient in their serum or plasma during the first 24 hours of their unit stay @@ -1486,6 +1732,8 @@ d1_sodium_max: high: 215 note: None snomed: None + imputation: Yes + prediction: Yes d1_wbc_min: category: labs description: The lowest white blood cell count for the patient during the first 24 hours of their unit stay @@ -1498,6 +1746,8 @@ d1_wbc_min: high: 300 note: None snomed: None + imputation: Yes + prediction: Yes d1_wbc_max: category: labs description: The highest white blood cell count for the patient during the first 24 hours of their unit stay @@ -1510,6 +1760,8 @@ d1_wbc_max: high: 300 note: None snomed: None + imputation: Yes + prediction: Yes d1_arterial_ph_min: category: labs blood gas description: The lowest arterial pH for the patient during the first 24 hours of their unit stay @@ -1522,6 +1774,8 @@ d1_arterial_ph_min: high: 8.5 note: None snomed: None + imputation: Yes + prediction: Yes d1_arterial_ph_max: category: labs blood gas description: The highest arterial pH for the patient during the first 24 hours of their unit stay @@ -1534,6 +1788,8 @@ d1_arterial_ph_max: high: 8.5 note: None snomed: None + imputation: Yes + prediction: Yes d1_arterial_po2_min: category: labs blood gas description: The lowest arterial partial pressure of oxygen for the patient during the first 24 hours of their unit stay @@ -1546,6 +1802,8 @@ d1_arterial_po2_min: high: 720 note: None snomed: None + imputation: Yes + prediction: Yes d1_arterial_po2_max: category: labs blood gas description: The highest arterial partial pressure of oxygen for the patient during the first 24 hours of their unit stay @@ -1558,6 +1816,8 @@ d1_arterial_po2_max: high: 720 note: None snomed: None + imputation: Yes + prediction: Yes d1_arterial_pco2_min: category: labs blood gas description: The lowest arterial partial pressure of carbon dioxide for the patient during the first 24 hours of their unit stay @@ -1570,6 +1830,8 @@ d1_arterial_pco2_min: high: 250 note: None snomed: None + imputation: Yes + prediction: Yes d1_arterial_pco2_max: category: labs blood gas description: The highest arterial partial pressure of carbon dioxide for the patient during the first 24 hours of their unit stay @@ -1582,6 +1844,8 @@ d1_arterial_pco2_max: high: 250 note: None snomed: None + imputation: Yes + prediction: Yes d1_pao2fio2ratio_min: category: labs blood gas description: The lowest fraction of inspired oxygen for the patient during the first 24 hours of their unit stay @@ -1594,6 +1858,8 @@ d1_pao2fio2ratio_min: high: 1.0 note: None snomed: None + imputation: Yes + prediction: Yes d1_pao2fio2ratio_max: category: labs blood gas description: The highest fraction of inspired oxygen for the patient during the first 24 hours of their unit stay @@ -1606,6 +1872,8 @@ d1_pao2fio2ratio_max: high: 1.0 note: None snomed: None + imputation: Yes + prediction: Yes h1_albumin_min: category: labs description: The lowest albumin concentration of the patient in their serum during the first hour of their unit stay @@ -1618,6 +1886,8 @@ h1_albumin_min: high: 65 note: None snomed: None + imputation: No + prediction: No h1_albumin_max: category: labs description: The lowest albumin concentration of the patient in their serum during the first hour of their unit stay @@ -1630,6 +1900,8 @@ h1_albumin_max: high: 65 note: None snomed: None + imputation: No + prediction: No h1_bilirubin_min: category: labs description: The lowest bilirubin concentration of the patient in their serum or plasma during the first hour of their unit stay @@ -1642,6 +1914,8 @@ h1_bilirubin_min: high: 1200 note: None snomed: None + imputation: No + prediction: No h1_bilirubin_max: category: labs description: The highest bilirubin concentration of the patient in their serum or plasma during the first hour of their unit stay @@ -1654,6 +1928,8 @@ h1_bilirubin_max: high: 1200 note: None snomed: None + imputation: No + prediction: No h1_bun_min: category: labs description: The lowest blood urea nitrogen concentration of the patient in their serum or plasma during the first hour of their unit stay @@ -1666,6 +1942,8 @@ h1_bun_min: high: 70 note: None snomed: None + imputation: No + prediction: No h1_bun_max: category: labs description: The highest blood urea nitrogen concentration of the patient in their serum or plasma during the first hour of their unit stay @@ -1678,6 +1956,8 @@ h1_bun_max: high: 70 note: None snomed: None + imputation: No + prediction: No h1_calcium_min: category: labs description: The lowest calcium concentration of the patient in their serum during the first hour of their unit stay @@ -1690,6 +1970,8 @@ h1_calcium_min: high: 20 note: None snomed: None + imputation: No + prediction: No h1_calcium_max: category: labs description: The highest calcium concentration of the patient in their serum during the first hour of their unit stay @@ -1702,6 +1984,8 @@ h1_calcium_max: high: 20 note: None snomed: None + imputation: No + prediction: No h1_creatinine_min: category: labs description: The lowest creatinine concentration of the patient in their serum or plasma during the first hour of their unit stay @@ -1714,6 +1998,8 @@ h1_creatinine_min: high: 2500 note: None snomed: None + imputation: No + prediction: No h1_creatinine_max: category: labs description: The highest creatinine concentration of the patient in their serum or plasma during the first hour of their unit stay @@ -1726,6 +2012,8 @@ h1_creatinine_max: high: 2500 note: None snomed: None + imputation: No + prediction: No h1_glucose_min: category: labs description: The lowest glucose concentration of the patient in their serum or plasma during the first hour of their unit stay @@ -1738,6 +2026,8 @@ h1_glucose_min: high: 90 note: None snomed: None + imputation: No + prediction: No h1_glucose_max: category: labs description: The highest glucose concentration of the patient in their serum or plasma during the first hour of their unit stay @@ -1750,6 +2040,8 @@ h1_glucose_max: high: 90 note: None snomed: None + imputation: No + prediction: No h1_inr_min: category: labs description: The lowest international normalized ratio for the patient during the first hour of their unit stay @@ -1762,6 +2054,8 @@ h1_inr_min: high: 10 note: None snomed: None + imputation: No + prediction: No h1_inr_max: category: labs description: The highest international normalized ratio for the patient during the first hour of their unit stay @@ -1774,6 +2068,8 @@ h1_inr_max: high: 10 note: None snomed: None + imputation: No + prediction: No h1_hco3_min: category: labs description: The lowest bicarbonate concentration for the patient in their serum or plasma during the first hour of their unit stay @@ -1786,6 +2082,8 @@ h1_hco3_min: high: 60 note: None snomed: None + imputation: No + prediction: No h1_hco3_max: category: labs description: The highest bicarbonate concentration for the patient in their serum or plasma during the first hour of their unit stay @@ -1798,6 +2096,8 @@ h1_hco3_max: high: 60 note: None snomed: None + imputation: No + prediction: No h1_hematocrit_min: category: labs description: The lowest volume proportion of red blood cells in a patient's blood during the first hour of their unit stay, expressed as a fraction @@ -1810,6 +2110,8 @@ h1_hematocrit_min: high: 0.75 note: None snomed: None + imputation: No + prediction: No h1_hematocrit_max: category: labs description: The highest volume proportion of red blood cells in a patient's blood during the first hour of their unit stay, expressed as a fraction @@ -1822,6 +2124,8 @@ h1_hematocrit_max: high: 0.75 note: None snomed: None + imputation: No + prediction: No h1_hemaglobin_min: category: labs description: The lowest hemoglobin concentration for the patient during the first hour of their unit stay @@ -1834,6 +2138,8 @@ h1_hemaglobin_min: high: 25.0 note: None snomed: None + imputation: No + prediction: No h1_hemaglobin_max: category: labs description: The highest hemoglobin concentration for the patient during the first hour of their unit stay @@ -1846,6 +2152,8 @@ h1_hemaglobin_max: high: 25.0 note: None snomed: None + imputation: No + prediction: No h1_lactate_min: category: labs description: The lowest lactate concentration for the patient in their serum or plasma during the first hour of their unit stay @@ -1858,6 +2166,8 @@ h1_lactate_min: high: 30.0 note: None snomed: None + imputation: No + prediction: No h1_lactate_max: category: labs description: The highest lactate concentration for the patient in their serum or plasma during the first hour of their unit stay @@ -1870,6 +2180,8 @@ h1_lactate_max: high: 30.0 note: None snomed: None + imputation: No + prediction: No h1_platelets_min: category: labs description: The lowest platelet count for the patient during the first hour of their unit stay @@ -1882,6 +2194,8 @@ h1_platelets_min: high: 1500 note: None snomed: None + imputation: No + prediction: No h1_platelets_max: category: labs description: The highest platelet count for the patient during the first hour of their unit stay @@ -1894,6 +2208,8 @@ h1_platelets_max: high: 1500 note: None snomed: None + imputation: No + prediction: No h1_potassium_min: category: labs description: The lowest potassium concentration for the patient in their serum or plasma during the first hour of their unit stay @@ -1906,6 +2222,8 @@ h1_potassium_min: high: 12 note: None snomed: None + imputation: No + prediction: No h1_potassium_max: category: labs description: The highest potassium concentration for the patient in their serum or plasma during the first hour of their unit stay @@ -1918,6 +2236,8 @@ h1_potassium_max: high: 12 note: None snomed: None + imputation: No + prediction: No h1_sodium_min: category: labs description: The lowest sodium concentration for the patient in their serum or plasma during the first hour of their unit stay @@ -1930,6 +2250,8 @@ h1_sodium_min: high: 215 note: None snomed: None + imputation: No + prediction: No h1_sodium_max: category: labs description: The highest sodium concentration for the patient in their serum or plasma during the first hour of their unit stay @@ -1942,6 +2264,8 @@ h1_sodium_max: high: 215 note: None snomed: None + imputation: No + prediction: No h1_wbc_min: category: labs description: The lowest white blood cell count for the patient during the first hour of their unit stay @@ -1954,6 +2278,8 @@ h1_wbc_min: high: 300 note: None snomed: None + imputation: No + prediction: No h1_wbc_max: category: labs description: The highest white blood cell count for the patient during the first hour of their unit stay @@ -1966,6 +2292,8 @@ h1_wbc_max: high: 300 note: None snomed: None + imputation: No + prediction: No h1_arterial_ph_min: category: labs blood gas description: The lowest arterial pH for the patient during the first hour of their unit stay @@ -1978,6 +2306,8 @@ h1_arterial_ph_min: high: 8.5 note: None snomed: None + imputation: No + prediction: No h1_arterial_ph_max: category: labs blood gas description: The highest arterial pH for the patient during the first hour of their unit stay @@ -1990,6 +2320,8 @@ h1_arterial_ph_max: high: 8.5 note: None snomed: None + imputation: No + prediction: No h1_arterial_po2_min: category: labs blood gas description: The lowest arterial partial pressure of oxygen for the patient during the first hour of their unit stay @@ -2002,6 +2334,8 @@ h1_arterial_po2_min: high: 720 note: None snomed: None + imputation: No + prediction: No h1_arterial_po2_max: category: labs blood gas description: The highest arterial partial pressure of oxygen for the patient during the first hour of their unit stay @@ -2014,6 +2348,8 @@ h1_arterial_po2_max: high: 720 note: None snomed: None + imputation: No + prediction: No h1_arterial_pco2_min: category: labs blood gas description: The lowest arterial partial pressure of carbon dioxide for the patient during the first hour of their unit stay @@ -2026,6 +2362,8 @@ h1_arterial_pco2_min: high: 250 note: None snomed: None + imputation: No + prediction: No h1_arterial_pco2_max: category: labs blood gas description: The highest arterial partial pressure of carbon dioxide for the patient during the first hour of their unit stay @@ -2038,6 +2376,8 @@ h1_arterial_pco2_max: high: 250 note: None snomed: None + imputation: No + prediction: No h1_pao2fio2ratio_min: category: labs blood gas description: The lowest fraction of inspired oxygen for the patient during the first hour of their unit stay @@ -2050,6 +2390,8 @@ h1_pao2fio2ratio_min: high: 1.0 note: None snomed: None + imputation: No + prediction: No h1_pao2fio2ratio_max: category: labs blood gas description: The highest fraction of inspired oxygen for the patient during the first hour of their unit stay @@ -2062,6 +2404,8 @@ h1_pao2fio2ratio_max: high: 1.0 note: None snomed: None + imputation: No + prediction: No albumin_apache: category: APACHE covariate description: The albumin concentration measured during the first 24 hours which results in the highest APACHE III score @@ -2074,6 +2418,8 @@ albumin_apache: high: 65 note: None snomed: None + imputation: Yes + prediction: No bilirubin_apache: category: APACHE covariate description: The bilirubin concentration measured during the first 24 hours which results in the highest APACHE III score @@ -2086,6 +2432,8 @@ bilirubin_apache: high: 1200 note: None snomed: None + imputation: Yes + prediction: No creatinine_apache: category: APACHE covariate description: The creatinine concentration measured during the first 24 hours which results in the highest APACHE III score @@ -2098,6 +2446,8 @@ creatinine_apache: high: 2500 note: None snomed: None + imputation: Yes + prediction: No glucose_apache: category: APACHE covariate description: The glucose concentration measured during the first 24 hours which results in the highest APACHE III score @@ -2110,6 +2460,8 @@ glucose_apache: high: 90 note: None snomed: None + imputation: Yes + prediction: No hematocrit_apache: category: APACHE covariate description: The hematocrit measured during the first 24 hours which results in the highest APACHE III score @@ -2122,6 +2474,8 @@ hematocrit_apache: high: 0.75 note: None snomed: None + imputation: Yes + prediction: No heart_rate_apache: category: APACHE covariate description: The heart rate measured during the first 24 hours which results in the highest APACHE III score @@ -2134,6 +2488,8 @@ heart_rate_apache: high: 300 note: None snomed: None + imputation: Yes + prediction: No map_apache: category: APACHE covariate description: The mean arterial pressure measured during the first 24 hours which results in the highest APACHE III score @@ -2146,6 +2502,8 @@ map_apache: high: 300 note: None snomed: None + imputation: Yes + prediction: No sodium_apache: category: APACHE covariate description: The sodium concentration measured during the first 24 hours which results in the highest APACHE III score @@ -2158,6 +2516,8 @@ sodium_apache: high: 215 note: None snomed: None + imputation: Yes + prediction: No fio2_apache: category: APACHE covariate description: The fraction of inspired oxygen from the arterial blood gas taken during the first 24 hours of unit admission which produces the highest APACHE III score for oxygenation @@ -2170,6 +2530,8 @@ fio2_apache: high: 1.0 note: None snomed: None + imputation: Yes + prediction: No paco2_apache: category: APACHE covariate description: The partial pressure of carbon dioxide from the arterial blood gas taken during the first 24 hours of unit admission which produces the highest APACHE III score for oxygenation @@ -2182,6 +2544,8 @@ paco2_apache: high: 250 note: None snomed: None + imputation: Yes + prediction: No pao2_apache: category: APACHE covariate description: The partial pressure of oxygen from the arterial blood gas taken during the first 24 hours of unit admission which produces the highest APACHE III score for oxygenation @@ -2194,6 +2558,8 @@ pao2_apache: high: 720 note: None snomed: None + imputation: Yes + prediction: No ph_apache: category: APACHE covariate description: The pH from the arterial blood gas taken during the first 24 hours of unit admission which produces the highest APACHE III score for acid-base disturbance @@ -2206,6 +2572,8 @@ ph_apache: high: 8.5 note: None snomed: None + imputation: Yes + prediction: No paco2_for_ph_apache: category: APACHE covariate description: The partial pressure of carbon dioxide from the arterial blood gas taken during the first 24 hours of unit admission which produces the highest APACHE III score for acid-base disturbance @@ -2218,6 +2586,8 @@ paco2_for_ph_apache: high: 250 note: None snomed: None + imputation: Yes + prediction: No resprate_apache: category: APACHE covariate description: The respiratory rate measured during the first 24 hours which results in the highest APACHE III score @@ -2230,6 +2600,8 @@ resprate_apache: high: 80 note: None snomed: None + imputation: Yes + prediction: No temp_apache: category: APACHE covariate description: The temperature measured during the first 24 hours which results in the highest APACHE III score @@ -2242,6 +2614,8 @@ temp_apache: high: 46 note: None snomed: None + imputation: Yes + prediction: No bun_apache: category: APACHE covariate description: The blood urea nitrogen concentration measured during the first 24 hours which results in the highest APACHE III score @@ -2254,6 +2628,8 @@ bun_apache: high: None note: None snomed: None + imputation: Yes + prediction: No urineoutput_apache: category: APACHE covariate description: The total urine output for the first 24 hours @@ -2266,6 +2642,8 @@ urineoutput_apache: high: None note: None snomed: None + imputation: No + prediction: No wbc_apache: category: APACHE covariate description: The white blood cell count measured during the first 24 hours which results in the highest APACHE III score @@ -2278,6 +2656,8 @@ wbc_apache: high: 300 note: None snomed: None + imputation: Yes + prediction: No gcs_eyes_apache: category: APACHE covariate description: The eye opening component of the Glasgow Coma Scale measured during the first 24 hours which results in the highest APACHE III score @@ -2290,6 +2670,8 @@ gcs_eyes_apache: high: 4 note: None snomed: None + imputation: Yes + prediction: Yes gcs_motor_apache: category: APACHE covariate description: The motor component of the Glasgow Coma Scale measured during the first 24 hours which results in the highest APACHE III score @@ -2302,6 +2684,8 @@ gcs_motor_apache: high: 6 note: None snomed: None + imputation: Yes + prediction: Yes gcs_verbal_apache: category: APACHE covariate description: The verbal component of the Glasgow Coma Scale measured during the first 24 hours which results in the highest APACHE III score @@ -2314,6 +2698,8 @@ gcs_verbal_apache: high: 5 note: None snomed: None + imputation: Yes + prediction: Yes gcs_unable_apache: category: APACHE covariate description: Whether the Glasgow Coma Scale was unable to be assessed due to patient sedation @@ -2326,6 +2712,8 @@ gcs_unable_apache: high: 1 note: None snomed: None + imputation: Yes + prediction: Yes arf_apache: category: APACHE covariate description: Whether the patient had acute renal failure during the first 24 hours of their unit stay, defined as a 24 hour urine output <410ml, creatinine >=133 micromol/L and no chronic dialysis @@ -2338,6 +2726,8 @@ arf_apache: high: 1 note: None snomed: None + imputation: Yes + prediction: Yes intubated_apache: category: APACHE covariate description: Whether the patient was intubated at the time of the highest scoring arterial blood gas used in the oxygenation score @@ -2350,6 +2740,8 @@ intubated_apache: high: 1 note: None snomed: None + imputation: Yes + prediction: Yes ventilated_apache: category: APACHE covariate description: Whether the patient was invasively ventilated at the time of the highest scoring arterial blood gas using the oxygenation scoring algorithm, including any mode of positive pressure ventilation delivered through a circuit attached to an endo-tracheal tube or tracheostomy @@ -2362,6 +2754,8 @@ ventilated_apache: high: 1 note: None snomed: None + imputation: Yes + prediction: Yes apsiii: category: APACHE prediction description: The Acute Physiology Score III, which describes the severity of the patient's condition @@ -2374,6 +2768,8 @@ apsiii: high: 299 note: None snomed: None + imputation: No + prediction: No apache_post_operative: category: APACHE covariate description: The APACHE operative status; 1 for post-operative, 0 for non-operative @@ -2386,6 +2782,36 @@ apache_post_operative: high: 1 note: None snomed: None + imputation: No + prediction: No +apache_2_bodysystem: + category: APACHE covariate + description: The APACHE II diagnosis bodysystem for the ICU admission + dataType: string + example: Cardiovascular + unitofmeasure: None + permissibleRange: + coded: ["", "Cardiovascular", "Gastrointestinal", "Haematologic", "Metabolic", "Neurologic", "Renal/Genitourinary", "Respiratory", "Trauma", "Undefined diagnoses", "Undefined Diagnoses"] + low: None + high: None + note: None + snomed: None + imputation: No + prediction: No +apache_3_bodysystem: + category: APACHE covariate + description: The APACHE III-J diagnosis bodysystem which best describes the reason for the ICU admission + dataType: string + example: Cardiovascular + unitofmeasure: None + permissibleRange: + coded: ["","Cardiovascular", "Gastrointestinal", "Genitourinary", "Gynecological", "Hematological", "Metabolic", "Musculoskeletal/Skin", "Neurological", "Other medical disorders", "Respiratory", "Sepsis", "Trauma"] + low: None + high: None + note: None + snomed: None + imputation: Yes + prediction: Yes apache_2_diagnosis: category: APACHE covariate description: The APACHE II diagnosis for the ICU admission @@ -2393,11 +2819,13 @@ apache_2_diagnosis: example: 308 unitofmeasure: None permissibleRange: - coded: None + coded: ["0", "101", "102", "103", "104", "105", "106", "107", "108", "109", "110", "111", "112", "113", "114", "115", "116", "117", "118", "119", "120", "121", "122", "123", "124", "201", "202", "203", "205", "206", "207", "208", "209", "211", "212", "213", "214", "215", "216", "217", "218", "219", "301", "302", "303", "304", "305", "306", "307", "308"] low: None high: None note: None snomed: None + imputation: No + prediction: No apache_3j_diagnosis: category: APACHE covariate description: The APACHE III-J sub-diagnosis code which best describes the reason for the ICU admission @@ -2405,11 +2833,13 @@ apache_3j_diagnosis: example: 1405 unitofmeasure: None permissibleRange: - coded: None + coded: ["0.01", "0.02", "0.03", "0.04", "0.06", "0.09", "0.11", "0.13", "0.14", "0.15", "0.18", "0.19", "0.2", "0.21", "0.22", "0.23", "0.24", "0.25", "101", "101.01", "101.02", "102", "102.01", "102.02", "103", "103.01", "104", "104.01", "105", "105.01", "105.02", "106", "106.01", "107", "107.01", "108", "108.01", "109", "109.01", "109.02", "109.03", "109.04", "109.05", "109.06", "109.07", "109.08", "109.09", "109.1", "109.11", "109.12", "109.13", "109.14", "109.15", "109.16", "110", "110.01", "111", "111.01", "201", "201.01", "202", "202.01", "203", "203.01", "204", "204.01", "206", "206.01", "207", "207.01", "208", "208.01", "209", "209.01", "210", "210.01", "210.02", "211", "211.01", "211.02", "211.03", "211.04", "211.05", "211.06", "211.07", "211.08", "211.09", "211.1", "211.11", "211.12", "212", "212.01", "212.02", "213", "213.01", "301", "301.01", "301.02", "301.03", "301.04", "303", "303.01", "305", "305.01", "305.02", "306", "306.01", "307", "307.01", "307.02", "307.03", "307.04", "307.05", "308", "308.01", "309", "309.01", "310", "310.01", "311", "311.01", "312", "312.01", "312.02", "312.03", "312.04", "312.05", "313", "313.01", "313.02", "313.03", "313.04", "313.05", "401", "401.01", "402", "402.01", "402.02", "403", "403.01", "404", "404.01", "404.02", "404.03", "405", "405.01", "406", "406.01", "406.02", "406.03", "406.04", "407", "407.01", "408", "408.01", "408.02", "408.03", "409", "409.01", "409.02", "410", "410.01", "501", "501.01", "501.02", "501.03", "501.04", "501.05", "501.06", "502", "502.01", "503", "503.01", "504", "504.01", "601", "601.01", "601.02", "601.03", "601.04", "601.05", "601.06", "601.07", "601.08", "602", "602.01", "602.02", "602.03", "602.04", "602.05", "602.06", "602.07", "602.08", "602.09", "602.1", "602.11", "602.12", "602.13", "602.14", "602.15", "602.16", "602.17", "602.18", "602.19", "602.2", "602.21", "603", "603.01", "604", "604.01", "604.02", "604.03", "604.04", "604.05", "604.06", "605", "605.01", "701", "701.01", "701.02", "702", "702.01", "703", "703.01", "703.02", "703.03", "704", "704.01", "704.02", "704.03", "704.04", "704.05", "704.06", "704.07", "704.08", "704.09", "704.1", "704.11", "801", "801.01", "801.02", "801.03", "801.04", "802", "802.01", "802.02", "802.03", "802.04", "802.05", "802.06", "802.07", "802.08", "802.09", "901", "901.01", "901.02", "901.03", "901.04", "901.05", "901.06", "901.07", "902", "902.01", "903", "903.01", "1002", "1002.01", "1101", "1101.01", "1101.02", "1101.03", "1101.04", "1101.05", "1101.06", "1101.07", "1101.08", "1101.09", "1102", "1102.01", "1202", "1202.01", "1202.02", "1202.03", "1202.04", "1202.05", "1202.06", "1202.07", "1202.08", "1203", "1203.01", "1203.02", "1204", "1204.01", "1204.02", "1205", "1205.01", "1206", "1206.01", "1206.02", "1206.03", "1206.05", "1207", "1207.01", "1207.02", "1207.03", "1208", "1208.01", "1208.02", "1208.03", "1208.04", "1208.05", "1208.06", "1208.07", "1208.08", "1208.09", "1208.1", "1208.11", "1208.12", "1208.13", "1208.14", "1208.15", "1208.16", "1208.17", "1208.18", "1209", "1209.01", "1209.02", "1210", "1210.01", "1210.02", "1211", "1211.01", "1211.02", "1212", "1212.01", "1212.02", "1212.03", "1213", "1213.01", "1213.02", "1301", "1301.01", "1301.02", "1302", "1302.01", "1302.02", "1302.03", "1303", "1303.01", "1303.02", "1304", "1304.01", "1304.02", "1304.03", "1304.04", "1304.05", "1304.06", "1304.07", "1304.08", "1304.09", "1304.1", "1401", "1401.01", "1403", "1403.01", "1403.02", "1403.03", "1403.04", "1404", "1404.01", "1405", "1405.01", "1405.02", "1405.03", "1405.04", "1405.05", "1405.06", "1405.07", "1406", "1406.01", "1407", "1407.01", "1408", "1408.01", "1408.02", "1408.03", "1408.04", "1408.05", "1408.06", "1408.07", "1408.08", "1408.09", "1408.1", "1408.11", "1408.12", "1408.13", "1409", "1409.01", "1409.02", "1410", "1410.01", "1411", "1411.01", "1412", "1412.01", "1413", "1413.01", "1413.02", "1501", "1501.01", "1502", "1502.01", "1502.02", "1503", "1503.01", "1503.02", "1504", "1504.01", "1504.02", "1504.03", "1504.04", "1504.05", "1504.06", "1505", "1505.01", "1505.02", "1506", "1506.01", "1506.02", "1506.03", "1506.04", "1506.05", "1506.06", "1506.07", "1506.08", "1506.09", "1506.1", "1506.11", "1601", "1601.01", "1601.02", "1601.03", "1601.04", "1601.05", "1601.06", "1601.07", "1601.08", "1602", "1602.01", "1602.02", "1602.03", "1602.04", "1602.05", "1602.06", "1602.07", "1602.08", "1602.09", "1602.1", "1602.11", "1602.12", "1602.13", "1602.14", "1602.15", "1602.16", "1602.17", "1602.18", "1602.19", "1602.2", "1602.21", "1603", "1603.01", "1604", "1604.01", "1604.02", "1604.03", "1604.04", "1604.05", "1605", "1605.01", "1701", "1701.01", "1701.02", "1701.03", "1701.04", "1703", "1703.01", "1703.02", "1703.03", "1703.04", "1703.05", "1703.06", "1703.07", "1703.08", "1704", "1704.01", "1705", "1705.01", "1705.02", "1705.03", "1705.04", "1705.05", "1705.06", "1801", "1801.01", "1801.02", "1802", "1802.01", "1802.02", "1803", "1803.01", "1803.02", "1902", "1902.01", "1902.02", "1902.03", "1902.04", "1902.05", "1903", "1903.01", "1903.02", "1903.03", "1904", "1904.01", "2101", "2101.01", "2101.02", "2101.03", "2201", "2201.01", "2201.02", "2201.03", "2201.04", "2201.05"] low: None high: None note: None snomed: None + imputation: Yes + prediction: Yes apache_3j_score: category: APACHE prediction description: The composite APACHE III score describing the severity of the patient's condition @@ -2422,6 +2852,8 @@ apache_3j_score: high: 299 note: None snomed: None + imputation: No + prediction: No apache_3j_hospital_death_prob: category: APACHE prediction description: The APACHE III-J probabilistic prediction of in-hospital mortality for the patient which utilizes the APACHE III score and other covariates, including diagnosis @@ -2434,6 +2866,8 @@ apache_3j_hospital_death_prob: high: 1 note: None snomed: None + imputation: No + prediction: No apache_4a_icu_death_prob: category: APACHE prediction description: The APACHE IVa probabilistic prediction of in ICU mortality for the patient which utilizes the APACHE III score and other covariates, including diagnosis @@ -2446,6 +2880,8 @@ apache_4a_icu_death_prob: high: 1 note: None snomed: None + imputation: No + prediction: No apache_4a_hospital_death_prob: category: APACHE prediction description: The APACHE IVa probabilistic prediction of in-hospital mortality for the patient which utilizes the APACHE III score and other covariates, including diagnosis. @@ -2458,6 +2894,8 @@ apache_4a_hospital_death_prob: high: 1 note: None snomed: None + imputation: No + prediction: No aids: category: APACHE comorbidity description: Whether the patient has a definitive diagnosis of acquired immune deficiency syndrome (AIDS) (not HIV positive alone) @@ -2470,6 +2908,8 @@ aids: high: 1 note: None snomed: None + imputation: Yes + prediction: Yes cirrhosis: category: APACHE comorbidity description: Whether the patient has a history of heavy alcohol use with portal hypertension and varices, other causes of cirrhosis with evidence of portal hypertension and varices, or biopsy proven cirrhosis. This comorbidity does not apply to patients with a functioning liver transplant. @@ -2482,6 +2922,8 @@ cirrhosis: high: 1 note: None snomed: None + imputation: Yes + prediction: Yes diabetes_mellitus: category: APACHE comorbidity description: Whether the patient has been diagnosed with diabetes, either juvenile or adult onset, which requires medication. @@ -2494,6 +2936,8 @@ diabetes_mellitus: high: 1 note: None snomed: None + imputation: Yes + prediction: Yes hepatic_failure: category: APACHE comorbidity description: Whether the patient has cirrhosis and additional complications including jaundice and ascites, upper GI bleeding, hepatic encephalopathy, or coma. @@ -2506,6 +2950,8 @@ hepatic_failure: high: 1 note: None snomed: None + imputation: Yes + prediction: Yes immunosuppression: category: APACHE comorbidity description: Whether the patient has their immune system suppressed within six months prior to ICU admission for any of the following reasons; radiation therapy, chemotherapy, use of non-cytotoxic immunosuppressive drugs, high dose steroids (at least 0.3 mg/kg/day of methylprednisolone or equivalent for at least 6 months). @@ -2518,6 +2964,8 @@ immunosuppression: high: 1 note: None snomed: None + imputation: Yes + prediction: Yes leukemia: category: APACHE comorbidity description: Whether the patient has been diagnosed with acute or chronic myelogenous leukemia, acute or chronic lymphocytic leukemia, or multiple myeloma. @@ -2530,6 +2978,8 @@ leukemia: high: 1 note: None snomed: None + imputation: Yes + prediction: Yes lymphoma: category: APACHE comorbidity description: Whether the patient has been diagnosed with non-Hodgkin lymphoma. @@ -2542,6 +2992,8 @@ lymphoma: high: 1 note: None snomed: None + imputation: Yes + prediction: Yes solid_tumor_with_metastasis: category: APACHE comorbidity description: Whether the patient has been diagnosed with any solid tumor carcinoma (including malignant melanoma) which has evidence of metastasis. @@ -2554,3 +3006,5 @@ solid_tumor_with_metastasis: high: 1 note: None snomed: None + imputation: Yes + prediction: Yes