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)

590

Sex Count
Male 290
Female 290
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 11.78 days FQ: 5 days Median: 8 days TQ: 14 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Venous catheterization, not elsewhere classified ( P3893 ) followed by Discharged or Transferred alive ( N1_d )

Mean ΔT: 9.12 days FQ: 3 days Median: 6 days TQ: 11 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 110
Another hospital 100
Another health facility including LTC 80
Emergency department 90
Unknown 90
Court/Law enforcement 100
Disposition Distribution
Disposition Count
Routine 170
Transfer to short-term hospital 50
Home Health Care 100
Transfer other SNF, ICF, etc. 250
Payer Distribution
Payer Count
Medicare 80
Medicaid 80
Private insurance 90
Self-pay 80
Other payer 70
Unknown payer 90
No charge 70
Race Distribution
Race Count
White 70
Black 80
Hispanic 70
Asian or Pacific Islander 90
Native American 80
Other 80
Race missing, unknown 100
State variation
S1 S2
Count 280 300
Sex : Male 46.4% 50.0%
Sex : Female 50.0% 50.0%
Source : Routine, birth, etc 17.9% 16.7%
Source : Another hospital 14.3% 16.7%
Source : Another health facility including LTC 10.7% 13.3%
Source : Emergency department 17.9% 13.3%
Source : Unknown 14.3% 13.3%
Source : Court/Law enforcement 17.9% 16.7%
Disposition : Routine 25.0% 30.0%
Disposition : Transfer to short-term hospital 7.1% 6.7%
Disposition : Home Health Care 17.9% 16.7%
Disposition : Transfer other SNF, ICF, etc. 42.9% 43.3%
Payer : Medicare 10.7% 13.3%
Payer : Medicaid 14.3% 10.0%
Payer : Private insurance 14.3% 13.3%
Payer : Self-pay 14.3% 10.0%
Payer : Other payer 10.7% 13.3%
Payer : Unknown payer 14.3% 16.7%
Payer : No charge 10.7% 13.3%
Race : White 7.1% 16.7%
Race : Black 14.3% 10.0%
Race : Hispanic 10.7% 13.3%
Race : Asian or Pacific Islander 14.3% 16.7%
Race : Native American 14.3% 13.3%
Race : Other 17.9% 10.0%
Race : Race missing, unknown 14.3% 16.7%
Yearly variation
2009 2010
Count 100 120
Sex : Male 50.0% 50.0%
Sex : Female 50.0% 50.0%
Source : Emergency department 20.0% 16.7%
Source : Court/Law enforcement 20.0% 0%
Disposition : Routine 30.0% 33.3%
Disposition : Transfer other SNF, ICF, etc. 40.0% 41.7%
Source : Routine, birth, etc 0% 16.7%
Source : Another hospital 0% 16.7%
Payer : Private insurance 0% 16.7%
Payer : Self-pay 0% 16.7%
Race : Native American 0% 16.7%
Race : Race missing, unknown 0% 16.7%
Age Distribution
Age Count
20 - 39 30
40 - 59 110
60 - 79 200
80 - 99 230
Mean age First quartile Median Third quartile
71.35 years 59 years 73 years 86 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 140 240 140
Sex : Male 50.0% 45.8% 42.9%
Sex : Female 42.9% 50.0% 57.1%
Source : Routine, birth, etc 14.3% 16.7% 14.3%
Source : Another hospital 0% 12.5% 14.3%
Source : Another health facility including LTC 14.3% 12.5% 14.3%
Source : Emergency department 0% 12.5% 21.4%
Source : Unknown 14.3% 12.5% 14.3%
Disposition : Home Health Care 21.4% 12.5% 14.3%
Disposition : Transfer other SNF, ICF, etc. 21.4% 50.0% 57.1%
Payer : Medicaid 0% 12.5% 14.3%
Payer : Unknown payer 0% 12.5% 14.3%
Payer : No charge 0% 8.3% 14.3%
Race : White 14.3% 8.3% 14.3%
Race : Asian or Pacific Islander 14.3% 8.3% 14.3%
Race : Native American 0% 16.7% 14.3%
Race : Other 0% 16.7% 14.3%
Source : Court/Law enforcement 21.4% 20.8% 0%
Disposition : Routine 42.9% 25.0% 0%
Payer : Private insurance 14.3% 16.7% 0%
Payer : Other payer 14.3% 8.3% 0%
Race : Race missing, unknown 21.4% 16.7% 0%
Payer : Medicare 0% 12.5% 0%
Payer : Self-pay 0% 12.5% 0%
Race : Black 0% 12.5% 0%
Race : Hispanic 0% 12.5% 0%
Procedure Distribution
Procedure Code Description Count
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 20
P9604 Insertion of endotracheal tube 100
P9915 Parenteral infusion of concentrated nutritional substances 20
P8872 Diagnostic ultrasound of heart 20
P3891 Arterial catheterization 20
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 80
P9904 Transfusion of packed cells 120
P3893 Venous catheterization, not elsewhere classified 590
P3893_2 Venous catheterization, not elsewhere classified 2nd 30
P3995 Hemodialysis 30
P3324 Closed [endoscopic] biopsy of bronchus 20
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 60
P9390 Non-invasive mechanical ventilation 20
DRG Distribution
DRG Code Description Count
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 380
DG578 DRG V24 : INFECTIOUS & PARASITIC DISEASES W O.R. PROCEDURE 100
DG575 DRG V24 : SEPTICEMIA W MV 96+ HOURS AGE >17 70
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D41401 Coronary atherosclerosis of native coronary artery 0 0 20
D486 Pneumonia, organism unspecified 0 0 40
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 30
D27651 Dehydration 0 0 40
D2761 Hyposmolality and/or hyponatremia 0 0 20
D78552 Septic shock 0 0 70
D4280 Congestive heart failure, unspecified 0 0 30
D3051 Tobacco use disorder 0 0 20
D2768 Hypopotassemia 0 0 40
D99592 Severe sepsis 0 0 100
D99591 Sepsis 0 0 90
D42731 Atrial fibrillation 0 0 30
D2724 Other and unspecified hyperlipidemia 0 0 20
D4019 Unspecified essential hypertension 0 0 50
D5990 Urinary tract infection, site not specified 0 0 40
D51881 Acute respiratory failure 0 0 50
D0389 Unspecified septicemia 590 0 500
D5849 Acute kidney failure, unspecified 0 0 50
D2859 Anemia, unspecified 0 0 30
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 50
EE8490 Accident in home 30