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 220
Female 190
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 9.45 days FQ: 5 days Median: 8 days TQ: 12 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Continuous invasive mechanical ventilation for less than 96 consecutive hours ( P9671 ) followed by Discharged or Transferred alive ( N1_d )

Mean ΔT: 8.74 days FQ: 4 days Median: 7 days TQ: 11 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 60
Another hospital 70
Another health facility including LTC 60
Emergency department 70
Unknown 60
Court/Law enforcement 70
Disposition Distribution
Disposition Count
Routine 100
Transfer to short-term hospital 60
Home Health Care 50
Transfer other SNF, ICF, etc. 180
Payer Distribution
Payer Count
Medicare 40
Medicaid 60
Private insurance 70
Other payer 50
Unknown payer 60
No charge 50
Self-pay 60
Race Distribution
Race Count
White 50
Black 60
Hispanic 60
Asian or Pacific Islander 50
Native American 60
Other 60
Race missing, unknown 60
State variation
S1 S2
Count 190 220
Sex : Male 47.4% 54.5%
Sex : Female 47.4% 40.9%
Source : Routine, birth, etc 15.8% 13.6%
Source : Another hospital 10.5% 18.2%
Source : Another health facility including LTC 15.8% 13.6%
Source : Emergency department 15.8% 18.2%
Source : Unknown 10.5% 18.2%
Source : Court/Law enforcement 21.1% 9.1%
Disposition : Routine 26.3% 22.7%
Disposition : Transfer to short-term hospital 10.5% 18.2%
Disposition : Home Health Care 15.8% 9.1%
Disposition : Transfer other SNF, ICF, etc. 42.1% 40.9%
Payer : Medicare 0% 9.1%
Payer : Medicaid 15.8% 13.6%
Payer : Private insurance 15.8% 13.6%
Payer : Self-pay 15.8% 13.6%
Payer : Other payer 10.5% 9.1%
Payer : Unknown payer 10.5% 18.2%
Payer : No charge 10.5% 9.1%
Race : White 0% 13.6%
Race : Black 15.8% 13.6%
Race : Hispanic 15.8% 13.6%
Race : Asian or Pacific Islander 10.5% 9.1%
Race : Native American 15.8% 13.6%
Race : Other 10.5% 13.6%
Race : Race missing, unknown 15.8% 9.1%
Yearly variation
Count
Age Distribution
Age Count
80 - 99 180
40 - 59 60
60 - 79 160
Mean age First quartile Median Third quartile
74.97 years 65 years 78 years 86 years
85 >= Age > 65 Age > 85
Count 190 110
Sex : Male 52.6% 45.5%
Sex : Female 47.4% 54.5%
Source : Routine, birth, etc 10.5% 0%
Source : Another hospital 15.8% 18.2%
Source : Another health facility including LTC 15.8% 0%
Source : Emergency department 15.8% 0%
Source : Unknown 15.8% 0%
Source : Court/Law enforcement 15.8% 18.2%
Disposition : Routine 21.1% 18.2%
Disposition : Transfer to short-term hospital 10.5% 0%
Disposition : Home Health Care 10.5% 0%
Disposition : Transfer other SNF, ICF, etc. 47.4% 45.5%
Payer : Medicare 10.5% 0%
Payer : Medicaid 10.5% 0%
Payer : Private insurance 15.8% 0%
Payer : Self-pay 15.8% 0%
Payer : Other payer 10.5% 0%
Payer : Unknown payer 10.5% 0%
Payer : No charge 10.5% 0%
Race : White 10.5% 0%
Race : Black 10.5% 18.2%
Race : Hispanic 10.5% 0%
Race : Asian or Pacific Islander 10.5% 0%
Race : Other 15.8% 0%
Race : Race missing, unknown 10.5% 0%
Procedure Distribution
Procedure Code Description Count
P0331 Spinal tap 20
P9604 Insertion of endotracheal tube 320
P9904 Transfusion of packed cells 70
P3891 Arterial catheterization 30
P3893 Venous catheterization, not elsewhere classified 170
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 420
P9390 Non-invasive mechanical ventilation 20
P3995 Hemodialysis 20
DRG Distribution
DRG Code Description Count
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 420
Diagnosis Distribution
Diagnosis Code Description Primary POA All
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
D2762 Acidosis 0 0 30
D2859 Anemia, unspecified 0 0 40
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 20
D78552 Septic shock 0 0 50
D27651 Dehydration 0 0 20
D4280 Congestive heart failure, unspecified 0 0 30
D03842 Septicemia due to escherichia coli [E. coli] 30 0 0
D2724 Other and unspecified hyperlipidemia 0 0 30
D99592 Severe sepsis 0 0 90
D99591 Sepsis 0 0 30
D4019 Unspecified essential hypertension 0 0 60
D5990 Urinary tract infection, site not specified 0 0 40
D51881 Acute respiratory failure 0 0 100
D0389 Unspecified septicemia 290 0 100
D5849 Acute kidney failure, unspecified 0 0 30
D42731 Atrial fibrillation 0 0 20
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 30
EE8490 Accident in home 20