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)

420

Sex Count
Male 200
Female 210
In hospital
Mortality

33.33 %

Length of Stay Distribution
Mean LOS: 12.77 days FQ: 5 days Median: 10 days TQ: 16 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Venous catheterization, not elsewhere classified ( P3893 ) followed by Transfusion of packed cells ( P9904 )

Mean ΔT: 2.85 days FQ: 0 days Median: 1 days TQ: 4 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 50
Another hospital 70
Another health facility including LTC 60
Emergency department 70
Unknown 60
Court/Law enforcement 80
Disposition Distribution
Disposition Count
Routine 60
Transfer to short-term hospital 20
Home Health Care 50
Died in hospital 140
Transfer other SNF, ICF, etc. 140
Payer Distribution
Payer Count
Medicare 50
Medicaid 60
Private insurance 70
Self-pay 60
Other payer 60
Unknown payer 50
No charge 50
Race Distribution
Race Count
White 50
Black 50
Hispanic 60
Asian or Pacific Islander 60
Native American 50
Other 60
Race missing, unknown 60
State variation
S1 S2
Count 180 230
Sex : Male 50.0% 47.8%
Sex : Female 50.0% 52.2%
Source : Routine, birth, etc 11.1% 13.0%
Source : Another hospital 16.7% 17.4%
Source : Another health facility including LTC 16.7% 8.7%
Source : Emergency department 16.7% 17.4%
Source : Unknown 16.7% 13.0%
Source : Court/Law enforcement 16.7% 17.4%
Disposition : Routine 16.7% 8.7%
Disposition : Home Health Care 11.1% 13.0%
Disposition : Died in hospital 33.3% 34.8%
Disposition : Transfer other SNF, ICF, etc. 33.3% 30.4%
Payer : Medicare 0% 13.0%
Payer : Medicaid 16.7% 8.7%
Payer : Private insurance 16.7% 17.4%
Payer : Self-pay 11.1% 13.0%
Payer : Other payer 11.1% 13.0%
Payer : Unknown payer 0% 13.0%
Payer : No charge 16.7% 8.7%
Race : White 11.1% 8.7%
Race : Black 11.1% 13.0%
Race : Hispanic 16.7% 13.0%
Race : Asian or Pacific Islander 16.7% 13.0%
Race : Native American 11.1% 13.0%
Race : Other 11.1% 17.4%
Race : Race missing, unknown 16.7% 13.0%
Yearly variation
Count
Age Distribution
Age Count
80 - 99 200
40 - 59 40
60 - 79 150
Mean age First quartile Median Third quartile
76.79 years 67 years 80 years 87 years
85 >= Age > 65 Age > 85
Count 190 130
Sex : Male 47.4% 46.2%
Sex : Female 52.6% 46.2%
Source : Routine, birth, etc 10.5% 0%
Source : Another hospital 15.8% 15.4%
Source : Another health facility including LTC 10.5% 0%
Source : Emergency department 21.1% 0%
Source : Unknown 15.8% 0%
Source : Court/Law enforcement 15.8% 23.1%
Disposition : Routine 15.8% 0%
Disposition : Died in hospital 31.6% 38.5%
Disposition : Transfer other SNF, ICF, etc. 31.6% 38.5%
Payer : Medicaid 10.5% 15.4%
Payer : Private insurance 21.1% 0%
Payer : Self-pay 15.8% 0%
Payer : Other payer 15.8% 0%
Payer : No charge 10.5% 0%
Race : White 10.5% 0%
Race : Black 10.5% 0%
Race : Hispanic 10.5% 15.4%
Race : Asian or Pacific Islander 10.5% 15.4%
Race : Native American 10.5% 0%
Race : Other 10.5% 0%
Race : Race missing, unknown 15.8% 0%
Payer : Medicare 0% 15.4%
Procedure Distribution
Procedure Code Description Count
P3893_2 Venous catheterization, not elsewhere classified 2nd 30
P9604 Insertion of endotracheal tube 110
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 20
P9904 Transfusion of packed cells 420
P9915 Parenteral infusion of concentrated nutritional substances 20
P3893 Venous catheterization, not elsewhere classified 420
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 60
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 80
P9390 Non-invasive mechanical ventilation 20
P9907 Transfusion of other serum 50
DRG Distribution
DRG Code Description Count
DG578 DRG V24 : INFECTIOUS & PARASITIC DISEASES W O.R. PROCEDURE 60
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 260
DG575 DRG V24 : SEPTICEMIA W MV 96+ HOURS AGE >17 80
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D486 Pneumonia, organism unspecified 0 0 30
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 30
D2762 Acidosis 0 0 20
D2859 Anemia, unspecified 0 0 40
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 20
D78552 Septic shock 0 0 70
D27651 Dehydration 0 0 20
D4280 Congestive heart failure, unspecified 0 0 30
D2768 Hypopotassemia 0 0 20
D99592 Severe sepsis 0 0 60
D5990 Urinary tract infection, site not specified 0 0 30
D99591 Sepsis 0 0 30
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 20
D4019 Unspecified essential hypertension 0 0 30
D5859 Chronic kidney disease, unspecified 0 0 20
D51881 Acute respiratory failure 0 0 50
D0389 Unspecified septicemia 420 0 120
D5849 Acute kidney failure, unspecified 0 0 60
D42731 Atrial fibrillation 0 0 20
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 40