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 Discharge, Transferred or Died ( N1_x )

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

Adult patients (Age > 20 years)

Visits
Adult patients (Age > 20 years)

540

Sex Count
Male 260
Female 270
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 5.28 days FQ: 2 days Median: 4 days TQ: 6 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Thoracentesis ( P3491 ) followed by Discharge, Transferred or Died ( N1_x )

Mean ΔT: 3.85 days FQ: 1 days Median: 3 days TQ: 4 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 80
Another hospital 70
Another health facility including LTC 80
Emergency department 90
Unknown 90
Court/Law enforcement 110
Disposition Distribution
Disposition Count
Routine 370
Transfer other SNF, ICF, etc. 60
Home Health Care 60
Payer Distribution
Payer Count
Medicare 70
Medicaid 70
Private insurance 80
Self-pay 80
Other payer 80
Unknown payer 60
No charge 60
Race Distribution
Race Count
White 70
Black 90
Hispanic 70
Asian or Pacific Islander 60
Native American 70
Other 90
Race missing, unknown 60
State variation
S1 S2
Count 290 250
Sex : Male 48.3% 44.0%
Sex : Female 48.3% 52.0%
Source : Routine, birth, etc 10.3% 16.0%
Source : Another hospital 13.8% 12.0%
Source : Another health facility including LTC 13.8% 12.0%
Source : Emergency department 13.8% 16.0%
Source : Court/Law enforcement 20.7% 20.0%
Source : Unknown 17.2% 16.0%
Disposition : Routine 69.0% 68.0%
Disposition : Home Health Care 13.8% 8.0%
Disposition : Transfer other SNF, ICF, etc. 10.3% 12.0%
Payer : Medicare 13.8% 12.0%
Payer : Medicaid 13.8% 12.0%
Payer : Private insurance 13.8% 12.0%
Payer : Self-pay 13.8% 16.0%
Payer : Other payer 17.2% 12.0%
Payer : Unknown payer 10.3% 12.0%
Payer : No charge 10.3% 12.0%
Race : White 13.8% 12.0%
Race : Black 17.2% 16.0%
Race : Hispanic 13.8% 12.0%
Race : Asian or Pacific Islander 10.3% 12.0%
Race : Native American 10.3% 12.0%
Race : Other 17.2% 12.0%
Race : Race missing, unknown 10.3% 12.0%
Yearly variation
2006
Count 120
Sex : Male 50.0%
Sex : Female 41.7%
Source : Routine, birth, etc 16.7%
Source : Emergency department 16.7%
Source : Unknown 16.7%
Source : Court/Law enforcement 16.7%
Disposition : Routine 66.7%
Payer : Private insurance 16.7%
Payer : Self-pay 16.7%
Payer : Other payer 16.7%
Race : Black 16.7%
Race : Hispanic 16.7%
Age Distribution
Age Count
80 - 99 240
40 - 59 80
60 - 79 190
Mean age First quartile Median Third quartile
75.02 years 64 years 78 years 87 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 110 250 150
Sex : Male 36.4% 48.0% 46.7%
Sex : Female 54.5% 48.0% 46.7%
Source : Routine, birth, etc 0% 12.0% 13.3%
Source : Another hospital 0% 12.0% 0%
Source : Another health facility including LTC 0% 12.0% 13.3%
Source : Emergency department 0% 16.0% 20.0%
Source : Unknown 18.2% 20.0% 13.3%
Source : Court/Law enforcement 18.2% 20.0% 20.0%
Disposition : Routine 81.8% 72.0% 46.7%
Disposition : Home Health Care 0% 12.0% 13.3%
Disposition : Transfer other SNF, ICF, etc. 0% 8.0% 26.7%
Payer : Medicare 0% 12.0% 13.3%
Payer : Medicaid 18.2% 12.0% 0%
Payer : Private insurance 0% 16.0% 13.3%
Payer : Self-pay 0% 12.0% 13.3%
Payer : Other payer 18.2% 12.0% 0%
Payer : Unknown payer 0% 8.0% 13.3%
Payer : No charge 0% 12.0% 0%
Race : White 0% 12.0% 0%
Race : Black 0% 16.0% 13.3%
Race : Hispanic 0% 12.0% 13.3%
Race : Asian or Pacific Islander 0% 12.0% 0%
Race : Native American 18.2% 8.0% 13.3%
Race : Other 0% 12.0% 13.3%
Race : Race missing, unknown 0% 12.0% 0%
Procedure Distribution
Procedure Code Description Count
P9904 Transfusion of packed cells 30
P8872 Diagnostic ultrasound of heart 20
P8741 Computerized axial tomography of thorax 40
P3324 Closed [endoscopic] biopsy of bronchus 20
P3404 Insertion of intercostal catheter for drainage 40
P3491_2 Thoracentesis 2nd 40
P8873 Diagnostic ultrasound of other sites of thorax 60
P3995 Hemodialysis 20
P3491 Thoracentesis 540
DRG Distribution
DRG Code Description Count
DG86 DRG V24 : PLEURAL EFFUSION W/O CC 50
DG85 DRG V24 : PLEURAL EFFUSION W CC 450
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D496 Chronic airway obstruction, not elsewhere classified 0 0 30
D5119 Unspecified pleural effusion 540 0 310
D486 Pneumonia, organism unspecified 0 0 50
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 50
D2859 Anemia, unspecified 0 0 40
D2449 Unspecified acquired hypothyroidism 0 0 20
D2761 Hyposmolality and/or hyponatremia 0 0 20
D4280 Congestive heart failure, unspecified 0 0 30
D4019 Unspecified essential hypertension 0 0 120
DV4581 Aortocoronary bypass status 0 0 20
D79902 Hypoxemia 0 0 20
D2724 Other and unspecified hyperlipidemia 0 0 40
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 60
D53081 Esophageal reflux 0 0 20
D5180 Pulmonary collapse 0 0 30
D3051 Tobacco use disorder 0 0 20
DV103 Personal history of malignant neoplasm of breast 0 0 20
D42731 Atrial fibrillation 0 0 40
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 30
EE8490 Accident in home 20