Due to restrictions following results are derived from synthetic data to demonstrate capability of Computational Healthcare. Please do no derive any inferences from results below.

Visits
Adult patients (Age > 20 years)

300

Sex Count
Male 130
Female 170
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 13.36 days FQ: 8 days Median: 11 days TQ: 15 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Admission all sources ( N1_a ) followed by Percutaneous [endoscopic] gastrostomy [PEG] ( P4311 )

Mean ΔT: 8.4 days FQ: 5 days Median: 7 days TQ: 11 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 50
Another hospital 40
Another health facility including LTC 40
Emergency department 40
Unknown 60
Court/Law enforcement 40
Disposition Distribution
Disposition Count
Transfer other SNF, ICF, etc. 240
Payer Distribution
Payer Count
Medicare 50
Medicaid 30
Private insurance 30
Self-pay 50
Other payer 40
Unknown payer 30
No charge 30
Race Distribution
Race Count
White 40
Black 40
Hispanic 40
Native American 30
Other 40
Race missing, unknown 30
Asian or Pacific Islander 50
State variation
S1 S2
Count 150 140
Sex : Male 46.7% 42.9%
Sex : Female 53.3% 57.1%
Source : Routine, birth, etc 20.0% 14.3%
Source : Another health facility including LTC 0% 14.3%
Source : Emergency department 13.3% 14.3%
Source : Unknown 20.0% 21.4%
Source : Court/Law enforcement 13.3% 14.3%
Disposition : Transfer other SNF, ICF, etc. 86.7% 78.6%
Payer : Medicare 20.0% 14.3%
Payer : Medicaid 0% 14.3%
Payer : Self-pay 20.0% 14.3%
Race : Black 13.3% 14.3%
Race : Hispanic 13.3% 14.3%
Race : Native American 0% 14.3%
Race : Asian or Pacific Islander 13.3% 14.3%
Source : Another hospital 13.3% 0%
Payer : Other payer 13.3% 0%
Payer : Unknown payer 13.3% 0%
Race : White 13.3% 0%
Race : Other 13.3% 0%
Yearly variation
Count
Age Distribution
Age Count
80 - 99 180
40 - 59 20
60 - 79 80
Mean age First quartile Median Third quartile
81.01 years 73 years 84 years 91 years
85 >= Age > 65 Age > 85
Count 120 130
Sex : Male 50.0% 23.1%
Sex : Female 50.0% 69.2%
Source : Routine, birth, etc 0% 23.1%
Source : Emergency department 0% 15.4%
Source : Unknown 25.0% 15.4%
Source : Court/Law enforcement 0% 15.4%
Disposition : Transfer other SNF, ICF, etc. 83.3% 84.6%
Payer : Medicare 16.7% 15.4%
Payer : Self-pay 16.7% 15.4%
Race : Asian or Pacific Islander 0% 23.1%
Source : Another health facility including LTC 16.7% 0%
Payer : Other payer 16.7% 0%
Race : Hispanic 16.7% 0%
Race : Other 16.7% 0%
Procedure Distribution
Procedure Code Description Count
P9604 Insertion of endotracheal tube 30
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 300
P966 Enteral infusion of concentrated nutritional substances 30
P4516 Esophagogastroduodenoscopy [EGD] with closed biopsy 20
P3893 Venous catheterization, not elsewhere classified 30
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 20
DRG Distribution
DRG Code Description Count
DG542 DRG V24 : TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W/O MAJ O.R. 20
DG14 DRG V24 : INTRACRANIAL HEMORRHAGE OR CEREBRAL INFARCTION 250
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D34290 Hemiplegia, unspecified, affecting unspecified side 0 0 50
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 30
D2724 Other and unspecified hyperlipidemia 0 0 30
D2768 Hypopotassemia 0 0 20
D41401 Coronary atherosclerosis of native coronary artery 0 0 20
D7872 Description not found for D7872 0 0 30
D78720 Dysphagia, unspecified 0 0 40
D43491 Cerebral artery occlusion, unspecified with cerebral infarction 300 0 120
D4019 Unspecified essential hypertension 0 0 90
D5990 Urinary tract infection, site not specified 0 0 20
D7843 Aphasia 0 0 30
D42731 Atrial fibrillation 0 0 20
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 20