Clinical Orders (pre-processed)

Filenames:
- Train: train_clinical_orders_on_off_timeseries_8hr.csv
- Valid: valid_clinical_orders_on_off_timeseries_8hr.csv
- Test: test_clinical_orders_on_off_timeseries_8hr.csv
Table Purpose: Contains all clinical orders along with the time the order was started and the time the order was completed. The format of the variable names describes the type of order, followed by an underscore, followed by the order name. For example, diet_regular is a diet order for regular food.
Number of rows:
- Train: 362,179
- Valid: 52,181
- Test: 20,538
Links to: ENCOUNTER_NUM, time_window

Table columns

Column name	Description
`ENCOUNTER_NUM`	Identifier used for each encounter.
`time_window`	8-hour window since time of admission.
`img_porchest1v`	Imaging order - PORTABLE Chest
`img_ctthrabdplc`	Imaging order - CT Thorax Abdomen Pelvis with Contrast
`img_ctthrabdplc`	Imaging order - CT Thorax Abdomen Pelvis
`img_radchest2v`	Imaging order - XRAY Chest PA and LAT
`img_usabdlimited`	Imaging order - US Abdomen Limited
`img_ctthoraxpe`	Imaging order - CT Thorax Rule Out Pulmonary Embolus
`img_mriheado`	Imaging order - MRI Head
`img_radabdo2v`	Imaging order - XRAY Abdomen AP and LAT
`img_ctthoraxnoc`	Imaging order - CT Thorax
`img_usabdcomplete`	Imaging order - US Abdomen Complete
`img_ctperfusionstrok`	Imaging order - CT Perfusion Stroke
`img_ctabdoplcont`	Imaging order - CT Abdomen and Pelvis
`img_ctheadnocont`	Imaging order - CT Head no Contrast
`img_usdopvenextb`	Imaging order - US Doppler Venous Lower Extremity Bilateral- R/O DVT
`img_ctabdonocont`	Imaging order - CT Abdomen
`img_radpelvisap`	Imaging order - XRAY Pelvis AP
`img_radabdo1v`	Imaging order - XRAY Abdomen
`img_ctabdoplwcon`	Imaging order - CT Abdomen Pelvis with Contrast
`img_usabdpelvis`	Imaging order - US Abdomen and Pelvis
`img_cardioliteprrs`	Imaging order - Cardiolite and Persantine Scan with Rest
`img_radlumspin3v`	Imaging order - XRAY Lumbar Spine 3 Views
`img_porabdomen1v`	Imaging order - PORTABLE Abdomen
`img_int0180`	Imaging order - Interventional Radiological Procedure Request
`img_ctabdopelphas`	Imaging order - CT Abdomen Pelvis Triphasic Study
`img_mrispineo`	Imaging order - MRI Spine
`img_usdopportal`	Imaging order - US Doppler Portal Vein
`img_radchest1v`	Imaging order - XRAY Chest
`img_mriabdomeno`	Imaging order - MRI Abdomen
`img_ctheadwithcon`	Imaging order - CT Head with Contrast
`img_radhipunilt2v`	Imaging order - XRAY Hip Unilateral Left AP and LAT
`img_usdopabdoart`	Imaging order - US Doppler Abdomen Renal Arterial or Venous
`img_ctheadangio`	Imaging order - CT Head Angio (Circle of Willis)
`img_ctthoraxc`	Imaging order - CT Thorax with Contrast
`img_porabdomen2v`	Imaging order - PORTABLE XRAY Abdomen AP and LAT
`img_gastricdeglut`	Imaging order - XRAY Deglutition Study
`img_bonewholebody`	Imaging order - Bone Scan Whole Body
`img_radkneert2v`	Imaging order - XRAY Knee Right AP and LAT
`img_ctneckc`	Imaging order - CT Neck
`img_ctextremity`	Imaging order - CT Extremity
`img_spllumbarpunct`	Imaging order - XRAY Lumbar Puncture
`img_usfaceneck`	Imaging order - US Face and Neck
`img_ctneckcont`	Imaging order - CT Neck with Contrast
`img_ctheadwwocon`	Imaging order - CT Head with and without Contrast
`img_ctheadcarotids`	Imaging order - CT Head and Carotids
`img_ctrenalcolic`	Imaging order - CT Abdomen Rule Out Renal Colic
`img_radkneelt2v`	Imaging order - XRAY Knee Left AP and LAT
`img_radcervspin3v`	Imaging order - XRAY Cervical Spine AP, Lateral and Open Mouth Odontoid View
`img_usguidedbiopsy`	Imaging order - US Guided Biopsy
`img_radhipunirt2v`	Imaging order - XRAY Hip Unilateral Right AP and LAT
`img_ctpelvisc`	Imaging order - CT Pelvis
`img_radfootleft3v`	Imaging order - XRAY Foot Left 3 Views
`img_splercp`	Imaging order - XRAY ERCP
`img_usabdpelltd`	Imaging order - US Abdomen and Pelvis Limited
`img_uspeltrvagftri`	Imaging order - US Pelvis Transvaginal (First Trimester)
`img_radskulorbits`	Imaging order - XRAY Skull Orbits
`img_ctspinelcont`	Imaging order - CT Spine Lumbar without contrast
`img_ussofttissueuni`	Imaging order - US Soft Tissue Unilateral
`img_usextremityl`	Imaging order - US Extremity Left (Soft Tissue)
`img_radchest3v`	Imaging order - XRAY Chest 3 Views
`img_usextremityr`	Imaging order - US Extremity Right (Soft Tissue)
`img_hemodiacathins`	Imaging order - Hemodialysis Catheter Insertion
`img_ang0090`	Imaging order - Angiography Procedure Request
`img_nva3`	Imaging order - NVA Abscess Drain Abdomen
`img_radfootrt3v`	Imaging order - XRAY Foot Right 3 Views
`img_radshoulderrt2v`	Imaging order - XRAY Shoulder Right 3 Views
`img_ctheadcspnc`	Imaging Order - CT Scan CT Head and Cervical Spine
`img_survmetastatic`	Imaging order - XRAY Metastatic Survey
`img_radhipbilat4v`	Imaging order - XRAY Hip Bilateral 4 Views
`img_cardiolitepr`	Imaging order - Cardiolite Persantine
`img_lungvq`	Imaging order - V/Q Scan
`img_radshoulderlt3v`	Imaging order - XRAY Shoulder Left 3 Views
`img_radanklert3v`	Imaging order - XRAY Ankle Right 3 Views
`img_radkneelt4v`	Imaging order - XRAY Knee Left 4 Views
`img_splngtubeins`	Imaging order - XRAY NG Tube Insertion
`img_usdopliver`	Imaging order - US Doppler Liver Disease Screening
`img_radkneert4v`	Imaging order - XRAY Knee Right 4 Views
`img_radtibfibrt2v`	Imaging order - XRAY Tib Fib Right 2 Views
`img_radanklelt3v`	Imaging order - XRAY Ankle Left 3 Views
`img_radthorspin2v`	Imaging order - XRAY Thoracic Spine 2 Views
`img_mrabrain`	Imaging order - MRA Brain
`img_ctenterography`	Imaging order - CT Enterography
`img_ctspinecervical`	Imaging order - CT Spine Cervical without contrast
`img_radkneebil4v`	Imaging order - XRAY Knee Bilateral 4 Views
`img_usdopvnexuni`	Imaging order - US Doppler Vein and Extremity Unilateral
`img_usdopvnexbi`	Imaging order - US Doppler Vein and Extremity Bilateral
`img_mriextremityo`	Imaging order - MRI Extremity Unilateral
`img_mripelviso`	Imaging order - MRI Pelvis
`img_nva9`	Imaging order - NVA Abscess Drain Thorax
`img_mracarotids`	Imaging order - MRA Carotids
`img_ctthld`	Imaging order - CT Thoarax Low Dose
`img_ctaaa`	Imaging order - CT Abdominal Aneurysm
`img_intpcin`	Imaging order - PICC Insertion Double Lumen
`img_intpcsl`	Imaging order - PICC Insertion Single Lumen
`img_usabdltdpelvltd`	Imaging order - US Abdomen Limited and Pelvis Limited
`img_mri0733`	Imaging order - MRI Stroke clinic Time of Flight Circle of Willis
`img_mri0759`	Imaging order - MRI Lumbar Spine
`img_mri0701`	Imaging order - MRI Fast Brain Gadolinium
`img_mri0700`	Imaging order - MRI Fast Brain
`img_mri0824`	Imaging order - MRI Osteomyelitis Unilateral
`img_mri0832`	Imaging order - MRI Liver MRCP
`diet_tube_feed`	Diet order - tube feed
`diet_regular_other`	Diet order - regular other
`diet_oral`	Diet order - oral
`diet_renal`	Diet order - renal
`diet_diabetic`	Diet order - diabetic
`diet_cardiac`	Diet order - cardiac
`diet_npo`	Diet order - NPO
`diet_regular`	Diet order - Regular
`diet_clear_fluids`	Diet order - clear fluids
`diet_nutrition_supplement`	Diet order - nutrition supplement
`telemetry`	Telemetry order
`consult_physio`	Consult order
`consult_general`	Consult order
`consult_stroke`	Consult order
`consult_social`	Consult order
`consult_speech`	Consult order
`consult_dietitian`	Consult order
`consult_chaplain`	Consult order
`consult_physiotherapist`	Consult order
`consult_acute`	Consult order
`consult_gastroenterology`	Consult order
`consult_respiratory`	Consult order
`consult_occupational`	Consult order
`consult_psychiatry`	Consult order
`consult_wound`	Consult order
`consult_physiotherapy`	Consult order
`consult_geriatric`	Consult order
`consult_pharmacist`	Consult order
`consult_chiropodist`	Consult order
`consult_addiction`	Consult order
`consult_research`	Consult order
`cardio_ecg`	Cardiovascular diagnostics
`cardio_vascularlab`	Cardiovascular diagnostics
`cardio_echo`	Cardiovascular diagnostics
`cardio_holter`	Cardiovascular diagnostics
`cardio_peripheralvascular`	Cardiovascular diagnostics
`resp_oxygen`	Respiratory order
`resp_pulmonaryfunctiontest`	Respiratory order
`resp_bipapcpap`	Respiratory order
`resp_respiratoryintervention`	Respiratory order
`resp_chesttube`	Respiratory order
`resp_ventilator`	Respiratory order
`act_sitter`	Activity & limitations
`act_constantcare`	Activity & limitations
`act_opcophysrestr`	Activity & limitations
`act_restrictions`	Activity & limitations
`code_gmc`	Code status - No CPR: General Medical Care
`code_ccc`	Code status - No CPR: Comprehensive Comfort Care
`code_full`	Code status - Full Code
`code_als`	Code status - No CPR: Advanced Life Support
`opcociwacare`	Protocol order
`opcohephiaptt`	Protocol order
`opcoivinslow`	Protocol order
`opcoivinshi`	Protocol order
`opcochfdiuret`	Protocol order
`trans_infusefrozenplasma`	Transfusion
`trans_transfusepackedredbloodcells`	Transfusion
`trans_transfuseplatelets`	Transfusion
`trans_infusealbumin25`	Transfusion
`trans_transfusionother`	Transfusion
`trans_infuseivimmuneglobulin`	Transfusion
`trans_prothrombincomplexconcentratepcc`	Transfusion
`wound_dressingswoundcare`	Dressings & wound/skin care
`wound_skincare`	Dressings & wound/skin care
`neuro_eeg`	Neurophysiology
`neuro_emg`	Neurophysiology