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.

Admission all sources ( N1_a ) followed by Thoracentesis ( P3491 )

In visits with Primary Diagnosis: Congestive heart failure, unspecified ( D4280 )

Adult patients (Age > 20 years)

Visits
Adult patients (Age > 20 years)

340

Sex Count
Male 170
Female 170
In hospital
Mortality

5.88 %

Length of Stay Distribution
Mean LOS: 7.54 days FQ: 4 days Median: 6 days TQ: 10 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Admission all sources ( N1_a ) followed by Thoracentesis ( P3491 )

Mean ΔT: 2.99 days FQ: 1 days Median: 2 days TQ: 4 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 50
Another hospital 50
Another health facility including LTC 40
Emergency department 50
Court/Law enforcement 70
Unknown 50
Disposition Distribution
Disposition Count
Routine 160
Home Health Care 60
Died in hospital 20
Transfer other SNF, ICF, etc. 80
Payer Distribution
Payer Count
Medicare 40
Medicaid 30
Private insurance 50
Self-pay 40
Other payer 50
Unknown payer 70
No charge 40
Race Distribution
Race Count
White 40
Black 40
Hispanic 50
Asian or Pacific Islander 50
Native American 40
Other 60
Race missing, unknown 40
State variation
S1 S2
Count 170 160
Sex : Male 47.1% 50.0%
Sex : Female 52.9% 50.0%
Source : Routine, birth, etc 11.8% 18.8%
Source : Another hospital 11.8% 12.5%
Source : Emergency department 11.8% 18.8%
Source : Court/Law enforcement 23.5% 18.8%
Source : Unknown 17.6% 12.5%
Disposition : Routine 47.1% 50.0%
Disposition : Home Health Care 17.6% 12.5%
Disposition : Transfer other SNF, ICF, etc. 23.5% 18.8%
Payer : Medicare 11.8% 12.5%
Payer : Private insurance 11.8% 12.5%
Payer : Self-pay 11.8% 12.5%
Payer : Other payer 11.8% 12.5%
Payer : Unknown payer 11.8% 25.0%
Race : White 0% 12.5%
Race : Hispanic 17.6% 12.5%
Race : Asian or Pacific Islander 17.6% 12.5%
Race : Other 11.8% 18.8%
Race : Race missing, unknown 11.8% 12.5%
Source : Another health facility including LTC 11.8% 0%
Payer : Medicaid 11.8% 0%
Payer : No charge 17.6% 0%
Race : Black 11.8% 0%
Race : Native American 11.8% 0%
Yearly variation
2006
Count 120
Sex : Male 50.0%
Sex : Female 50.0%
Source : Another hospital 16.7%
Source : Another health facility including LTC 16.7%
Source : Emergency department 16.7%
Source : Court/Law enforcement 16.7%
Disposition : Routine 41.7%
Disposition : Home Health Care 16.7%
Disposition : Transfer other SNF, ICF, etc. 25.0%
Payer : Other payer 16.7%
Payer : Unknown payer 16.7%
Race : Hispanic 16.7%
Race : Native American 16.7%
Race : Other 16.7%
Age Distribution
Age Count
80 - 99 210
40 - 59 20
60 - 79 90
Mean age First quartile Median Third quartile
82.62 years 77 years 85 years 92 years
85 >= Age > 65 Age > 85
Count 140 160
Sex : Male 50.0% 43.8%
Sex : Female 50.0% 56.3%
Source : Routine, birth, etc 14.3% 18.8%
Source : Another hospital 14.3% 12.5%
Source : Another health facility including LTC 0% 12.5%
Source : Emergency department 14.3% 12.5%
Source : Unknown 14.3% 12.5%
Source : Court/Law enforcement 21.4% 18.8%
Disposition : Routine 50.0% 37.5%
Disposition : Home Health Care 21.4% 18.8%
Disposition : Transfer other SNF, ICF, etc. 14.3% 31.3%
Payer : Medicare 14.3% 12.5%
Payer : Private insurance 14.3% 12.5%
Payer : Self-pay 0% 12.5%
Payer : Other payer 14.3% 12.5%
Payer : Unknown payer 14.3% 18.8%
Race : Hispanic 14.3% 18.8%
Race : Asian or Pacific Islander 0% 12.5%
Race : Other 14.3% 12.5%
Race : Race missing, unknown 0% 12.5%
Race : White 14.3% 0%
Race : Native American 14.3% 0%
Procedure Distribution
Procedure Code Description Count
P3893 Venous catheterization, not elsewhere classified 20
P9904 Transfusion of packed cells 40
P8872 Diagnostic ultrasound of heart 30
P8873 Diagnostic ultrasound of other sites of thorax 40
P3491 Thoracentesis 340
P3491_2 Thoracentesis 2nd 20
DRG Distribution
DRG Code Description Count
DG127 DRG V24 : HEART FAILURE & SHOCK 310
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D4254 Other primary cardiomyopathies 0 0 20
D5119 Unspecified pleural effusion 0 0 110
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 40
D2859 Anemia, unspecified 0 0 30
D2449 Unspecified acquired hypothyroidism 0 0 20
D496 Chronic airway obstruction, not elsewhere classified 0 0 20
D4019 Unspecified essential hypertension 0 0 50
DV4581 Aortocoronary bypass status 0 0 20
D2724 Other and unspecified hyperlipidemia 0 0 30
D41401 Coronary atherosclerosis of native coronary artery 0 0 30
D41400 Coronary atherosclerosis of unspecified type of vessel, native or graft 0 0 20
DV1582 Personal history of tobacco use 0 0 20
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 20
D4280 Congestive heart failure, unspecified 340 0 150
D5859 Chronic kidney disease, unspecified 0 0 20
D42731 Atrial fibrillation 0 0 60
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 20