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)

320

Sex Count
Male 170
Female 140
In hospital
Mortality

46.88 %

Length of Stay Distribution
Mean LOS: 9.91 days FQ: 2 days Median: 7 days TQ: 13 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Other oxygen enrichment ( P9396 ) followed by Insertion of endotracheal tube ( P9604 )

Mean ΔT: 0.1 days FQ: 0 days Median: 0 days TQ: 0 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 50
Another hospital 50
Another health facility including LTC 50
Emergency department 40
Unknown 40
Court/Law enforcement 60
Disposition Distribution
Disposition Count
Routine 70
Transfer to short-term hospital 20
Home Health Care 20
Died in hospital 150
Transfer other SNF, ICF, etc. 40
Payer Distribution
Payer Count
Medicare 40
Medicaid 40
Private insurance 50
Self-pay 50
Other payer 40
Unknown payer 30
No charge 50
Race Distribution
Race Count
White 40
Black 30
Hispanic 40
Asian or Pacific Islander 40
Native American 40
Other 50
Race missing, unknown 50
State variation
S1 S2
Count 180 140
Sex : Male 50.0% 57.1%
Sex : Female 44.4% 42.9%
Source : Routine, birth, etc 11.1% 14.3%
Source : Another hospital 16.7% 14.3%
Source : Another health facility including LTC 16.7% 14.3%
Source : Emergency department 0% 14.3%
Source : Court/Law enforcement 22.2% 14.3%
Disposition : Routine 22.2% 21.4%
Disposition : Died in hospital 38.9% 50.0%
Payer : Medicare 11.1% 14.3%
Payer : Medicaid 0% 14.3%
Payer : Self-pay 11.1% 14.3%
Payer : No charge 16.7% 14.3%
Race : Native American 11.1% 14.3%
Race : Other 16.7% 14.3%
Race : Race missing, unknown 11.1% 14.3%
Source : Unknown 11.1% 0%
Disposition : Transfer other SNF, ICF, etc. 16.7% 0%
Payer : Private insurance 16.7% 0%
Payer : Other payer 11.1% 0%
Payer : Unknown payer 11.1% 0%
Race : White 11.1% 0%
Race : Hispanic 11.1% 0%
Race : Asian or Pacific Islander 11.1% 0%
Yearly variation
2006 2007
Count 130 110
Sex : Male 53.8% 54.5%
Sex : Female 46.2% 45.5%
Source : Routine, birth, etc 15.4% 0%
Source : Another health facility including LTC 15.4% 18.2%
Source : Unknown 15.4% 0%
Source : Court/Law enforcement 15.4% 18.2%
Disposition : Routine 15.4% 18.2%
Disposition : Died in hospital 46.2% 45.5%
Disposition : Transfer other SNF, ICF, etc. 15.4% 0%
Payer : Self-pay 15.4% 0%
Payer : Other payer 15.4% 0%
Payer : No charge 15.4% 0%
Race : Asian or Pacific Islander 15.4% 0%
Race : Other 15.4% 18.2%
Race : Race missing, unknown 15.4% 0%
Source : Another hospital 0% 18.2%
Payer : Private insurance 0% 18.2%
Race : Native American 0% 18.2%
Age Distribution
Age Count
80 - 99 120
40 - 59 70
60 - 79 110
Mean age First quartile Median Third quartile
71.86 years 59 years 74 years 84 years
85 >= Age > 65
Count 150
Sex : Male 53.3%
Sex : Female 40.0%
Source : Routine, birth, etc 13.3%
Source : Another hospital 13.3%
Source : Another health facility including LTC 13.3%
Source : Emergency department 13.3%
Source : Unknown 13.3%
Source : Court/Law enforcement 13.3%
Disposition : Routine 13.3%
Disposition : Died in hospital 46.7%
Disposition : Transfer other SNF, ICF, etc. 13.3%
Payer : Medicaid 13.3%
Payer : Private insurance 13.3%
Payer : Self-pay 13.3%
Payer : Other payer 13.3%
Payer : No charge 13.3%
Race : White 13.3%
Race : Asian or Pacific Islander 13.3%
Race : Native American 13.3%
Race : Other 13.3%
Race : Race missing, unknown 13.3%
Procedure Distribution
Procedure Code Description Count
P9604 Insertion of endotracheal tube 320
P9904 Transfusion of packed cells 30
P9396 Other oxygen enrichment 320
P3893 Venous catheterization, not elsewhere classified 70
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 170
P9390 Non-invasive mechanical ventilation 20
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 80
P9960 Cardiopulmonary resuscitation, not otherwise specified 40
DRG Distribution
DRG Code Description Count
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 70
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 30
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 30
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D99592 Severe sepsis 0 0 20
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 20
D4280 Congestive heart failure, unspecified 0 0 30
D3051 Tobacco use disorder 0 0 20
D41401 Coronary atherosclerosis of native coronary artery 0 0 20
D4275 Cardiac arrest 0 0 20
D4019 Unspecified essential hypertension 0 0 40
D5990 Urinary tract infection, site not specified 0 0 20
D51881 Acute respiratory failure 70 0 90
D0389 Unspecified septicemia 40 0 30
D5849 Acute kidney failure, unspecified 0 0 20
D42731 Atrial fibrillation 0 0 20
External Causes Distribution
External Cause Code Description Count
EE8490 Accident in home 20
EE8497 Accidents occurring in residential institution 30