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)

430

Sex Count
Male 100
Female 310
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 4.09 days FQ: 3 days Median: 4 days TQ: 5 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Transfusion of packed cells ( P9904 ) followed by Total knee replacement ( P8154 )

Mean ΔT: 0.06 days FQ: 0 days Median: 0 days TQ: 0 days

Variation by ΔT for

Source Distribution
Source Count
Another hospital 70
Emergency department 60
Unknown 70
Court/Law enforcement 70
Routine, birth, etc 70
Another health facility including LTC 70
Disposition Distribution
Disposition Count
Routine 90
Home Health Care 130
Transfer other SNF, ICF, etc. 190
Payer Distribution
Payer Count
Medicare 50
Medicaid 60
Private insurance 50
Self-pay 60
Other payer 50
Unknown payer 60
No charge 60
Race Distribution
Race Count
White 50
Black 60
Hispanic 50
Asian or Pacific Islander 60
Native American 60
Other 60
Race missing, unknown 60
State variation
S1 S2
Count 200 230
Sex : Male 30.0% 17.4%
Sex : Female 65.0% 73.9%
Source : Routine, birth, etc 10.0% 17.4%
Source : Another hospital 15.0% 13.0%
Source : Emergency department 10.0% 13.0%
Source : Unknown 15.0% 13.0%
Source : Court/Law enforcement 15.0% 13.0%
Source : Another health facility including LTC 15.0% 13.0%
Disposition : Routine 20.0% 21.7%
Disposition : Home Health Care 35.0% 26.1%
Disposition : Transfer other SNF, ICF, etc. 40.0% 43.5%
Payer : Medicare 10.0% 13.0%
Payer : Medicaid 10.0% 13.0%
Payer : Private insurance 15.0% 8.7%
Payer : Self-pay 15.0% 13.0%
Payer : Other payer 10.0% 8.7%
Payer : Unknown payer 10.0% 13.0%
Payer : No charge 10.0% 13.0%
Race : White 15.0% 8.7%
Race : Black 15.0% 13.0%
Race : Hispanic 10.0% 13.0%
Race : Asian or Pacific Islander 10.0% 17.4%
Race : Native American 15.0% 13.0%
Race : Other 15.0% 8.7%
Race : Race missing, unknown 10.0% 13.0%
Yearly variation
Count
Age Distribution
Age Count
80 - 99 150
40 - 59 30
60 - 79 240
Mean age First quartile Median Third quartile
75.2 years 69 years 76 years 83 years
85 >= Age > 65
Count 270
Sex : Male 25.9%
Sex : Female 74.1%
Source : Routine, birth, etc 14.8%
Source : Another hospital 14.8%
Source : Another health facility including LTC 14.8%
Source : Emergency department 11.1%
Source : Unknown 18.5%
Source : Court/Law enforcement 18.5%
Disposition : Routine 22.2%
Disposition : Home Health Care 33.3%
Disposition : Transfer other SNF, ICF, etc. 44.4%
Payer : Medicare 11.1%
Payer : Medicaid 14.8%
Payer : Private insurance 11.1%
Payer : Self-pay 14.8%
Payer : Other payer 11.1%
Payer : No charge 14.8%
Payer : Unknown payer 14.8%
Race : White 11.1%
Race : Black 14.8%
Race : Hispanic 11.1%
Race : Asian or Pacific Islander 14.8%
Race : Native American 14.8%
Race : Other 11.1%
Race : Race missing, unknown 11.1%
Procedure Distribution
Procedure Code Description Count
P9904 Transfusion of packed cells 430
P8154_2 Total knee replacement 2nd 30
P8154 Total knee replacement 430
DRG Distribution
DRG Code Description Count
DG544 DRG V24 : MAJOR JOINT REPLACEMENT OR REATTACHMENT OF LOWER EXTREMITY 390
DG471 DRG V24 : BILATERAL OR MULTIPLE MAJOR JOINT PROCS OF LOWER EXTREMITY 30
Diagnosis Distribution
Diagnosis Code Description Primary POA All
DV4365 Knee joint replacement 0 0 20
D71596 Osteoarthrosis, unspecified whether generalized or localized, lower leg 130 0 100
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 60
D2859 Anemia, unspecified 0 0 60
D2449 Unspecified acquired hypothyroidism 0 0 40
D53081 Esophageal reflux 0 0 40
D2720 Pure hypercholesterolemia 0 0 20
D2851 Acute posthemorrhagic anemia 0 0 110
D2724 Other and unspecified hyperlipidemia 0 0 60
D41401 Coronary atherosclerosis of native coronary artery 0 0 20
D27800 Obesity, unspecified 0 0 30
D71536 Osteoarthrosis, localized, not specified whether primary or secondary, lower leg 240 0 180
D4019 Unspecified essential hypertension 0 0 190
D71516 Osteoarthrosis, localized, primary, lower leg 20 0 20
D73300 Osteoporosis, unspecified 0 0 20
D49390 Asthma, unspecified type, unspecified 0 0 20
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 30