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)

300

Sex Count
Male 200
Female 70
Sex unknown 20
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 6.04 days FQ: 3 days Median: 4 days TQ: 7 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of intercostal catheter for drainage ( P3404 ) followed by Discharge, Transferred or Died ( N1_x )

Mean ΔT: 5.73 days FQ: 3 days Median: 4 days TQ: 7 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 50
Another hospital 40
Another health facility including LTC 50
Emergency department 50
Unknown 50
Court/Law enforcement 50
Disposition Distribution
Disposition Count
Routine 240
Payer Distribution
Payer Count
Medicare 40
Medicaid 40
Private insurance 40
Self-pay 40
Other payer 30
Unknown payer 40
No charge 40
Race Distribution
Race Count
White 40
Black 30
Hispanic 40
Asian or Pacific Islander 40
Native American 30
Other 50
Race missing, unknown 40
State variation
S1 S2
Count 150 150
Sex : Male 66.7% 66.7%
Sex : Female 20.0% 20.0%
Source : Routine, birth, etc 13.3% 20.0%
Source : Another hospital 0% 13.3%
Source : Another health facility including LTC 20.0% 13.3%
Source : Emergency department 13.3% 13.3%
Source : Unknown 13.3% 13.3%
Source : Court/Law enforcement 13.3% 13.3%
Disposition : Routine 80.0% 80.0%
Payer : Medicaid 13.3% 13.3%
Payer : Private insurance 13.3% 13.3%
Payer : Self-pay 13.3% 13.3%
Payer : Unknown payer 0% 13.3%
Payer : No charge 13.3% 13.3%
Race : Black 0% 13.3%
Race : Hispanic 13.3% 13.3%
Race : Native American 0% 13.3%
Race : Other 0% 20.0%
Payer : Medicare 13.3% 0%
Payer : Other payer 13.3% 0%
Race : White 13.3% 0%
Race : Asian or Pacific Islander 13.3% 0%
Race : Race missing, unknown 13.3% 0%
Yearly variation
Count
Age Distribution
Age Count
80 - 99 40
40 - 59 70
60 - 79 70
20 - 39 100
Mean age First quartile Median Third quartile
53.33 years 32 years 53 years 71 years
45 >= Age > 20
Count 120
Sex : Male 58.3%
Sex : Female 16.7%
Sex : Sex unknown 16.7%
Source : Unknown 16.7%
Source : Routine, birth, etc 16.7%
Disposition : Routine 91.7%
Payer : Private insurance 16.7%
Payer : Self-pay 16.7%
Payer : No charge 16.7%
Race : White 16.7%
Procedure Distribution
Procedure Code Description Count
P3492 Injection into thoracic cavity 30
P3404 Insertion of intercostal catheter for drainage 300
P3404_2 Insertion of intercostal catheter for drainage 2nd 20
P346 Scarification of pleura 30
P3220 Thoracoscopic excision of lesion or tissue of lung 30
DRG Distribution
DRG Code Description Count
DG75 DRG V24 : MAJOR CHEST PROCEDURES 60
DG94 DRG V24 : PNEUMOTHORAX W CC 130
DG95 DRG V24 : PNEUMOTHORAX W/O CC 80
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D5128 Other spontaneous pneumothorax 300 0 250
D3051 Tobacco use disorder 0 0 50
DV1582 Personal history of tobacco use 0 0 40
D4920 Emphysematous bleb 0 0 50
D4019 Unspecified essential hypertension 0 0 40
External Causes Distribution
External Cause Code Description Count