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)

490

Sex Count
Male 240
Female 240
In hospital
Mortality

75.51 %

Length of Stay Distribution
Mean LOS: 4.68 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 Insertion of endotracheal tube ( P9604 )

Mean ΔT: 0.75 days FQ: 0 days Median: 0 days TQ: 0 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 60
Another hospital 70
Another health facility including LTC 90
Emergency department 80
Unknown 80
Court/Law enforcement 70
Disposition Distribution
Disposition Count
Routine 30
Died in hospital 370
Transfer other SNF, ICF, etc. 40
Payer Distribution
Payer Count
Medicare 50
Private insurance 70
Self-pay 80
Other payer 70
Unknown payer 60
No charge 70
Medicaid 70
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 230 250
Sex : Male 52.2% 48.0%
Sex : Female 47.8% 52.0%
Source : Routine, birth, etc 8.7% 16.0%
Source : Another hospital 13.0% 16.0%
Source : Another health facility including LTC 21.7% 16.0%
Source : Emergency department 17.4% 16.0%
Source : Unknown 17.4% 16.0%
Source : Court/Law enforcement 13.0% 16.0%
Disposition : Died in hospital 78.3% 76.0%
Payer : Medicare 8.7% 8.0%
Payer : Medicaid 13.0% 12.0%
Payer : Private insurance 13.0% 12.0%
Payer : Self-pay 17.4% 16.0%
Payer : Other payer 13.0% 12.0%
Payer : Unknown payer 8.7% 12.0%
Payer : No charge 13.0% 16.0%
Race : White 13.0% 12.0%
Race : Black 8.7% 12.0%
Race : Hispanic 13.0% 16.0%
Race : Asian or Pacific Islander 8.7% 12.0%
Race : Native American 13.0% 12.0%
Race : Other 13.0% 12.0%
Race : Race missing, unknown 13.0% 12.0%
Disposition : Transfer other SNF, ICF, etc. 8.7% 0%
Yearly variation
Count
Age Distribution
Age Count
80 - 99 220
40 - 59 70
60 - 79 180
Mean age First quartile Median Third quartile
75.91 years 66 years 78 years 87 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 110 210 150
Sex : Male 63.6% 42.9% 40.0%
Sex : Female 27.3% 52.4% 53.3%
Source : Routine, birth, etc 0% 9.5% 13.3%
Source : Another hospital 0% 14.3% 13.3%
Source : Another health facility including LTC 0% 19.0% 20.0%
Source : Emergency department 0% 14.3% 13.3%
Source : Unknown 18.2% 14.3% 13.3%
Source : Court/Law enforcement 0% 14.3% 13.3%
Disposition : Died in hospital 72.7% 76.2% 80.0%
Payer : Medicare 0% 9.5% 0%
Payer : Medicaid 0% 14.3% 13.3%
Payer : Private insurance 0% 9.5% 13.3%
Payer : Self-pay 0% 14.3% 13.3%
Payer : Other payer 0% 14.3% 0%
Payer : Unknown payer 0% 9.5% 0%
Payer : No charge 0% 14.3% 13.3%
Race : White 0% 14.3% 0%
Race : Black 0% 9.5% 13.3%
Race : Asian or Pacific Islander 0% 14.3% 0%
Race : Native American 0% 9.5% 20.0%
Race : Other 0% 14.3% 0%
Race : Race missing, unknown 0% 14.3% 13.3%
Race : Hispanic 0% 14.3% 0%
Procedure Distribution
Procedure Code Description Count
P9604 Insertion of endotracheal tube 490
P3891 Arterial catheterization 50
P9904 Transfusion of packed cells 80
P9960 Cardiopulmonary resuscitation, not otherwise specified 90
P3893 Venous catheterization, not elsewhere classified 490
P3893_2 Venous catheterization, not elsewhere classified 2nd 20
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 420
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 >17 490
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 90
D5859 Chronic kidney disease, unspecified 0 0 20
D4280 Congestive heart failure, unspecified 0 0 30
D5849 Acute kidney failure, unspecified 0 0 70
D2859 Anemia, unspecified 0 0 30
D99592 Severe sepsis 0 0 130
D99591 Sepsis 0 0 20
D51881 Acute respiratory failure 0 0 130
D42731 Atrial fibrillation 0 0 20
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 30
D2724 Other and unspecified hyperlipidemia 0 0 20
DV1582 Personal history of tobacco use 0 0 20
D4019 Unspecified essential hypertension 0 0 40
D5990 Urinary tract infection, site not specified 0 0 30
D4275 Cardiac arrest 0 0 20
D27651 Dehydration 0 0 20
D0389 Unspecified septicemia 360 0 140
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 20