Datasets:
Tasks:
Tabular Classification
Modalities:
Tabular
Formats:
csv
Sub-tasks:
tabular-multi-class-classification
Size:
100K - 1M
Tags:
healthcare
diabetes
readmission
electronic-health-records
uncertainty-quantification
clinical-prediction
License:
| admission_type_id,description | |
| 1,Emergency | |
| 2,Urgent | |
| 3,Elective | |
| 4,Newborn | |
| 5,Not Available | |
| 6,NULL | |
| 7,Trauma Center | |
| 8,Not Mapped | |
| , | |
| discharge_disposition_id,description | |
| 1,Discharged to home | |
| 2,Discharged/transferred to another short term hospital | |
| 3,Discharged/transferred to SNF | |
| 4,Discharged/transferred to ICF | |
| 5,Discharged/transferred to another type of inpatient care institution | |
| 6,Discharged/transferred to home with home health service | |
| 7,Left AMA | |
| 8,Discharged/transferred to home under care of Home IV provider | |
| 9,Admitted as an inpatient to this hospital | |
| 10,Neonate discharged to another hospital for neonatal aftercare | |
| 11,Expired | |
| 12,Still patient or expected to return for outpatient services | |
| 13,Hospice / home | |
| 14,Hospice / medical facility | |
| 15,Discharged/transferred within this institution to Medicare approved swing bed | |
| 16,Discharged/transferred/referred another institution for outpatient services | |
| 17,Discharged/transferred/referred to this institution for outpatient services | |
| 18,NULL | |
| 19,"Expired at home. Medicaid only, hospice." | |
| 20,"Expired in a medical facility. Medicaid only, hospice." | |
| 21,"Expired, place unknown. Medicaid only, hospice." | |
| 22,Discharged/transferred to another rehab fac including rehab units of a hospital . | |
| 23,Discharged/transferred to a long term care hospital. | |
| 24,Discharged/transferred to a nursing facility certified under Medicaid but not certified under Medicare. | |
| 25,Not Mapped | |
| 26,Unknown/Invalid | |
| 30,Discharged/transferred to another Type of Health Care Institution not Defined Elsewhere | |
| 27,Discharged/transferred to a federal health care facility. | |
| 28,Discharged/transferred/referred to a psychiatric hospital of psychiatric distinct part unit of a hospital | |
| 29,Discharged/transferred to a Critical Access Hospital (CAH). | |
| , | |
| admission_source_id,description | |
| 1, Physician Referral | |
| 2,Clinic Referral | |
| 3,HMO Referral | |
| 4,Transfer from a hospital | |
| 5, Transfer from a Skilled Nursing Facility (SNF) | |
| 6, Transfer from another health care facility | |
| 7, Emergency Room | |
| 8, Court/Law Enforcement | |
| 9, Not Available | |
| 10, Transfer from critial access hospital | |
| 11,Normal Delivery | |
| 12, Premature Delivery | |
| 13, Sick Baby | |
| 14, Extramural Birth | |
| 15,Not Available | |
| 17,NULL | |
| 18, Transfer From Another Home Health Agency | |
| 19,Readmission to Same Home Health Agency | |
| 20, Not Mapped | |
| 21,Unknown/Invalid | |
| 22, Transfer from hospital inpt/same fac reslt in a sep claim | |
| 23, Born inside this hospital | |
| 24, Born outside this hospital | |
| 25, Transfer from Ambulatory Surgery Center | |
| 26,Transfer from Hospice | |