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 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)

430

Sex Count
Male 210
Female 210
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 4.79 days FQ: 2 days Median: 3 days TQ: 6 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Admission all sources ( N1_a ) followed by Discharged to home ( N1_f )

Mean ΔT: 4.79 days FQ: 2 days Median: 3 days TQ: 6 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 70
Another hospital 60
Another health facility including LTC 50
Emergency department 70
Unknown 90
Court/Law enforcement 70
Disposition Distribution
Disposition Count
Routine 430
Payer Distribution
Payer Count
Medicare 70
Medicaid 60
Private insurance 60
Self-pay 70
Other payer 40
Unknown payer 50
No charge 60
Race Distribution
Race Count
Black 60
Hispanic 70
Asian or Pacific Islander 40
Native American 60
Other 70
Race missing, unknown 50
White 50
State variation
S1 S2
Count 220 200
Sex : Male 50.0% 50.0%
Sex : Female 50.0% 45.0%
Source : Routine, birth, etc 13.6% 15.0%
Source : Another hospital 9.1% 15.0%
Source : Emergency department 13.6% 15.0%
Source : Court/Law enforcement 18.2% 15.0%
Source : Unknown 22.7% 20.0%
Disposition : Routine 100.0% 100.0%
Payer : Medicare 13.6% 15.0%
Payer : Medicaid 13.6% 10.0%
Payer : Private insurance 13.6% 15.0%
Payer : Self-pay 13.6% 15.0%
Payer : Unknown payer 9.1% 15.0%
Payer : No charge 13.6% 15.0%
Race : White 13.6% 10.0%
Race : Black 13.6% 10.0%
Race : Hispanic 13.6% 15.0%
Race : Asian or Pacific Islander 9.1% 10.0%
Race : Native American 9.1% 15.0%
Race : Other 13.6% 15.0%
Race : Race missing, unknown 9.1% 10.0%
Source : Another health facility including LTC 13.6% 0%
Payer : Other payer 9.1% 0%
Yearly variation
Count
Age Distribution
Age Count
80 - 99 150
40 - 59 80
60 - 79 170
Mean age First quartile Median Third quartile
70.39 years 60 years 71 years 83 years
65 >= Age > 45 85 >= Age > 65
Count 110 190
Sex : Male 45.5% 47.4%
Sex : Female 54.5% 52.6%
Source : Unknown 18.2% 21.1%
Disposition : Routine 100.0% 100.0%
Race : Native American 18.2% 10.5%
Race : Other 18.2% 15.8%
Source : Routine, birth, etc 0% 15.8%
Source : Another hospital 0% 10.5%
Source : Another health facility including LTC 0% 10.5%
Source : Emergency department 0% 15.8%
Source : Court/Law enforcement 0% 15.8%
Payer : Medicare 0% 15.8%
Payer : Medicaid 0% 10.5%
Payer : Private insurance 0% 15.8%
Payer : Self-pay 0% 15.8%
Payer : Unknown payer 0% 10.5%
Payer : No charge 0% 15.8%
Race : White 0% 10.5%
Race : Black 0% 10.5%
Race : Hispanic 0% 10.5%
Race : Asian or Pacific Islander 0% 10.5%
Race : Race missing, unknown 0% 15.8%
Procedure Distribution
Procedure Code Description Count
P3420 Thoracoscopic pleural biopsy 20
P8741 Computerized axial tomography of thorax 30
P3492 Injection into thoracic cavity 30
P3404 Insertion of intercostal catheter for drainage 50
P8873 Diagnostic ultrasound of other sites of thorax 40
P3491 Thoracentesis 260
P3491_2 Thoracentesis 2nd 20
DRG Distribution
DRG Code Description Count
DG75 DRG V24 : MAJOR CHEST PROCEDURES 30
DG86 DRG V24 : PLEURAL EFFUSION W/O CC 60
DG85 DRG V24 : PLEURAL EFFUSION W CC 300
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D5119 Unspecified pleural effusion 430 0 380
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 40
D2859 Anemia, unspecified 0 0 40
D496 Chronic airway obstruction, not elsewhere classified 0 0 20
D5180 Pulmonary collapse 0 0 30
D3051 Tobacco use disorder 0 0 20
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 50
D4019 Unspecified essential hypertension 0 0 100
D42731 Atrial fibrillation 0 0 20
External Causes Distribution
External Cause Code Description Count