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.

Thoracentesis ( P3491 ) followed by Discharged to home ( N1_f )

In visits with Primary Diagnosis: Unspecified pleural effusion ( D5119 )

Adult patients (Age > 20 years)

Visits
Adult patients (Age > 20 years)

370

Sex Count
Male 180
Female 190
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 4.52 days FQ: 2 days Median: 3 days TQ: 5 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Thoracentesis ( P3491 ) followed by Discharged to home ( N1_f )

Mean ΔT: 3.22 days FQ: 1 days Median: 2 days TQ: 4 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 60
Another hospital 40
Another health facility including LTC 50
Emergency department 70
Court/Law enforcement 70
Unknown 70
Disposition Distribution
Disposition Count
Routine 370
Payer Distribution
Payer Count
Medicare 50
Medicaid 50
Private insurance 50
Self-pay 50
Other payer 50
No charge 40
Unknown payer 40
Race Distribution
Race Count
White 50
Black 50
Hispanic 50
Asian or Pacific Islander 40
Native American 50
Other 60
Race missing, unknown 40
State variation
S1 S2
Count 200 170
Sex : Male 50.0% 47.1%
Sex : Female 50.0% 52.9%
Source : Routine, birth, etc 15.0% 17.6%
Source : Another hospital 10.0% 11.8%
Source : Emergency department 15.0% 23.5%
Source : Court/Law enforcement 20.0% 11.8%
Source : Unknown 20.0% 17.6%
Disposition : Routine 100.0% 100.0%
Payer : Medicare 10.0% 11.8%
Payer : Medicaid 15.0% 11.8%
Payer : Private insurance 10.0% 11.8%
Payer : Self-pay 10.0% 17.6%
Payer : Other payer 15.0% 11.8%
Payer : Unknown payer 10.0% 11.8%
Payer : No charge 10.0% 11.8%
Race : White 15.0% 11.8%
Race : Black 10.0% 11.8%
Race : Hispanic 15.0% 11.8%
Race : Asian or Pacific Islander 10.0% 11.8%
Race : Native American 10.0% 11.8%
Race : Other 15.0% 11.8%
Race : Race missing, unknown 10.0% 11.8%
Source : Another health facility including LTC 15.0% 0%
Yearly variation
Count
Age Distribution
Age Count
80 - 99 140
40 - 59 70
60 - 79 150
Mean age First quartile Median Third quartile
71.6 years 61 years 74 years 84 years
85 >= Age > 65
Count 180
Sex : Male 44.4%
Sex : Female 50.0%
Source : Routine, birth, etc 11.1%
Source : Another hospital 11.1%
Source : Another health facility including LTC 11.1%
Source : Emergency department 16.7%
Source : Unknown 16.7%
Source : Court/Law enforcement 16.7%
Disposition : Routine 100.0%
Payer : Medicare 11.1%
Payer : Medicaid 11.1%
Payer : Private insurance 16.7%
Payer : Self-pay 11.1%
Payer : Other payer 11.1%
Payer : No charge 11.1%
Race : White 11.1%
Race : Black 11.1%
Race : Hispanic 11.1%
Race : Asian or Pacific Islander 11.1%
Race : Native American 11.1%
Race : Other 16.7%
Race : Race missing, unknown 11.1%
Procedure Distribution
Procedure Code Description Count
P8741 Computerized axial tomography of thorax 30
P3491_2 Thoracentesis 2nd 20
P8873 Diagnostic ultrasound of other sites of thorax 40
P3491 Thoracentesis 370
DRG Distribution
DRG Code Description Count
DG86 DRG V24 : PLEURAL EFFUSION W/O CC 40
DG85 DRG V24 : PLEURAL EFFUSION W CC 300
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D5119 Unspecified pleural effusion 370 0 230
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
D2859 Anemia, unspecified 0 0 30
D53081 Esophageal reflux 0 0 20
D4280 Congestive heart failure, unspecified 0 0 20
D5180 Pulmonary collapse 0 0 30
D2724 Other and unspecified hyperlipidemia 0 0 30
D41401 Coronary atherosclerosis of native coronary artery 0 0 20
DV1582 Personal history of tobacco use 0 0 40
D4019 Unspecified essential hypertension 0 0 90
D42731 Atrial fibrillation 0 0 20
External Causes Distribution
External Cause Code Description Count