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)

500

Sex Count
Male 230
Female 260
In hospital
Mortality

74.0 %

Length of Stay Distribution
Mean LOS: 4.61 days FQ: 1 days Median: 2 days TQ: 6 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Venous catheterization, not elsewhere classified ( P3893 ) followed by Continuous invasive mechanical ventilation for less than 96 consecutive hours ( P9671 )

Mean ΔT: 0.63 days FQ: 0 days Median: 0 days TQ: 0 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 70
Another hospital 70
Another health facility including LTC 90
Emergency department 80
Unknown 80
Court/Law enforcement 90
Disposition Distribution
Disposition Count
Routine 30
Transfer to short-term hospital 20
Died in hospital 370
Transfer other SNF, ICF, etc. 40
Payer Distribution
Payer Count
Medicare 60
Private insurance 70
Self-pay 80
Other payer 60
No charge 70
Medicaid 80
Unknown payer 50
Race Distribution
Race Count
White 70
Black 60
Hispanic 70
Asian or Pacific Islander 60
Native American 70
Other 70
Race missing, unknown 60
State variation
S1 S2
Count 240 260
Sex : Male 45.8% 46.2%
Sex : Female 50.0% 50.0%
Source : Routine, birth, etc 12.5% 15.4%
Source : Another hospital 12.5% 11.5%
Source : Another health facility including LTC 16.7% 15.4%
Source : Emergency department 16.7% 15.4%
Source : Unknown 16.7% 15.4%
Source : Court/Law enforcement 16.7% 15.4%
Disposition : Died in hospital 70.8% 73.1%
Disposition : Transfer other SNF, ICF, etc. 8.3% 7.7%
Payer : Medicare 12.5% 7.7%
Payer : Medicaid 16.7% 15.4%
Payer : Private insurance 12.5% 11.5%
Payer : Self-pay 16.7% 15.4%
Payer : Other payer 12.5% 11.5%
Payer : No charge 12.5% 15.4%
Payer : Unknown payer 8.3% 11.5%
Race : White 12.5% 15.4%
Race : Black 12.5% 11.5%
Race : Hispanic 12.5% 15.4%
Race : Asian or Pacific Islander 8.3% 11.5%
Race : Native American 16.7% 11.5%
Race : Other 12.5% 15.4%
Race : Race missing, unknown 12.5% 7.7%
Yearly variation
Count
Age Distribution
Age Count
80 - 99 220
40 - 59 70
60 - 79 180
Mean age First quartile Median Third quartile
75.33 years 65 years 78 years 87 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 110 220 140
Sex : Male 63.6% 40.9% 42.9%
Sex : Female 27.3% 54.5% 57.1%
Source : Routine, birth, etc 0% 9.1% 14.3%
Source : Another hospital 0% 13.6% 14.3%
Source : Another health facility including LTC 0% 18.2% 14.3%
Source : Emergency department 0% 13.6% 14.3%
Source : Unknown 18.2% 13.6% 14.3%
Source : Court/Law enforcement 0% 18.2% 14.3%
Disposition : Died in hospital 72.7% 72.7% 78.6%
Disposition : Transfer other SNF, ICF, etc. 0% 9.1% 0%
Payer : Medicare 0% 9.1% 0%
Payer : Medicaid 0% 13.6% 14.3%
Payer : Private insurance 0% 13.6% 14.3%
Payer : Other payer 0% 13.6% 0%
Payer : Self-pay 18.2% 13.6% 14.3%
Payer : Unknown payer 0% 9.1% 0%
Payer : No charge 0% 13.6% 0%
Race : White 0% 13.6% 14.3%
Race : Black 0% 13.6% 14.3%
Race : Hispanic 0% 13.6% 0%
Race : Asian or Pacific Islander 0% 9.1% 0%
Race : Native American 0% 9.1% 14.3%
Race : Other 0% 18.2% 0%
Race : Race missing, unknown 0% 13.6% 14.3%
Procedure Distribution
Procedure Code Description Count
P9604 Insertion of endotracheal tube 420
P0017 Infusion of vasopressor agent 20
P9904 Transfusion of packed cells 70
P3891 Arterial catheterization 50
P3893 Venous catheterization, not elsewhere classified 500
P3893_2 Venous catheterization, not elsewhere classified 2nd 20
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 500
P9960 Cardiopulmonary resuscitation, not otherwise specified 70
P9390 Non-invasive mechanical ventilation 20
P9907 Transfusion of other serum 40
DRG Distribution
DRG Code Description Count
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 500
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D496 Chronic airway obstruction, not elsewhere classified 0 0 20
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 40
D78552 Septic shock 0 0 100
D5859 Chronic kidney disease, unspecified 0 0 20
D4280 Congestive heart failure, unspecified 0 0 20
D5849 Acute kidney failure, unspecified 0 0 60
D2859 Anemia, unspecified 0 0 30
D03849 Other septicemia due to gram-negative organisms 20 0 0
D03842 Septicemia due to escherichia coli [E. coli] 20 0 0
D99592 Severe sepsis 0 0 130
D51881 Acute respiratory failure 0 0 130
D42731 Atrial fibrillation 0 0 30
D2767 Hyperpotassemia 0 0 20
D486 Pneumonia, organism unspecified 0 0 50
D2762 Acidosis 0 0 70
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 40
D2724 Other and unspecified hyperlipidemia 0 0 20
DV1582 Personal history of tobacco use 0 0 20
D4019 Unspecified essential hypertension 0 0 50
D5990 Urinary tract infection, site not specified 0 0 40
D4275 Cardiac arrest 0 0 20
D27651 Dehydration 0 0 20
D0389 Unspecified septicemia 370 0 140
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 20