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)

490

Sex Count
Male 250
Female 240
In hospital
Mortality

40.82 %

Length of Stay Distribution
Mean LOS: 7.44 days FQ: 2 days Median: 6 days TQ: 10 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Venous catheterization, not elsewhere classified ( P3893 )

Mean ΔT: 0.88 days FQ: 0 days Median: 0 days TQ: 1 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 80
Another hospital 80
Another health facility including LTC 80
Emergency department 80
Unknown 60
Court/Law enforcement 80
Disposition Distribution
Disposition Count
Routine 100
Transfer to short-term hospital 40
Home Health Care 40
Died in hospital 200
Transfer other SNF, ICF, etc. 100
Payer Distribution
Payer Count
Medicare 70
Medicaid 80
Private insurance 60
Other payer 60
Unknown payer 70
No charge 60
Self-pay 60
Race Distribution
Race Count
White 60
Black 60
Hispanic 70
Asian or Pacific Islander 70
Native American 60
Other 70
Race missing, unknown 80
State variation
S1 S2
Count 230 250
Sex : Male 52.2% 48.0%
Sex : Female 47.8% 52.0%
Source : Routine, birth, etc 13.0% 20.0%
Source : Another hospital 17.4% 12.0%
Source : Another health facility including LTC 17.4% 16.0%
Source : Emergency department 13.0% 20.0%
Source : Court/Law enforcement 17.4% 16.0%
Source : Unknown 13.0% 12.0%
Disposition : Routine 21.7% 16.0%
Disposition : Home Health Care 0% 8.0%
Disposition : Died in hospital 39.1% 40.0%
Disposition : Transfer other SNF, ICF, etc. 17.4% 20.0%
Payer : Medicare 17.4% 12.0%
Payer : Medicaid 13.0% 16.0%
Payer : Private insurance 13.0% 12.0%
Payer : Other payer 8.7% 12.0%
Payer : No charge 13.0% 12.0%
Payer : Self-pay 8.7% 12.0%
Payer : Unknown payer 17.4% 12.0%
Race : Black 0% 16.0%
Race : Hispanic 13.0% 12.0%
Race : Asian or Pacific Islander 13.0% 16.0%
Race : Native American 13.0% 12.0%
Race : Other 13.0% 12.0%
Race : Race missing, unknown 17.4% 12.0%
Race : White 13.0% 12.0%
Yearly variation
2006
Count 130
Sex : Male 46.2%
Sex : Female 46.2%
Source : Another hospital 15.4%
Source : Another health facility including LTC 15.4%
Source : Emergency department 15.4%
Disposition : Died in hospital 38.5%
Disposition : Transfer other SNF, ICF, etc. 23.1%
Payer : Medicaid 15.4%
Payer : Other payer 15.4%
Race : Asian or Pacific Islander 15.4%
Race : Other 15.4%
Age Distribution
Age Count
80 - 99 200
40 - 59 60
60 - 79 210
Mean age First quartile Median Third quartile
73.87 years 65 years 75 years 86 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 110 220 130
Sex : Male 54.5% 45.5% 46.2%
Sex : Female 36.4% 50.0% 46.2%
Source : Routine, birth, etc 0% 18.2% 15.4%
Source : Another hospital 0% 18.2% 0%
Source : Another health facility including LTC 18.2% 18.2% 15.4%
Source : Emergency department 0% 13.6% 15.4%
Source : Unknown 0% 9.1% 0%
Source : Court/Law enforcement 0% 13.6% 15.4%
Disposition : Routine 27.3% 13.6% 0%
Disposition : Transfer to short-term hospital 0% 9.1% 0%
Disposition : Home Health Care 0% 9.1% 0%
Disposition : Died in hospital 36.4% 31.8% 46.2%
Disposition : Transfer other SNF, ICF, etc. 0% 22.7% 23.1%
Payer : Medicare 0% 13.6% 0%
Payer : Medicaid 0% 13.6% 15.4%
Payer : Private insurance 0% 13.6% 0%
Payer : Self-pay 0% 9.1% 0%
Payer : Other payer 0% 9.1% 15.4%
Payer : Unknown payer 0% 9.1% 15.4%
Payer : No charge 0% 13.6% 0%
Race : White 0% 9.1% 0%
Race : Black 0% 9.1% 15.4%
Race : Hispanic 0% 13.6% 0%
Race : Asian or Pacific Islander 0% 13.6% 0%
Race : Native American 0% 9.1% 0%
Race : Other 0% 13.6% 0%
Race : Race missing, unknown 0% 13.6% 15.4%
Procedure Distribution
Procedure Code Description Count
P9604 Insertion of endotracheal tube 490
P9904 Transfusion of packed cells 50
P8872 Diagnostic ultrasound of heart 20
P3891 Arterial catheterization 60
P3324 Closed [endoscopic] biopsy of bronchus 40
P3893 Venous catheterization, not elsewhere classified 490
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 450
P9390 Non-invasive mechanical ventilation 50
P9907 Transfusion of other serum 20
P9960 Cardiopulmonary resuscitation, not otherwise specified 60
DRG Distribution
DRG Code Description Count
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 490
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 30
D42789 Other specified cardiac dysrhythmias 0 0 20
D78552 Septic shock 0 0 20
D3051 Tobacco use disorder 0 0 30
D4280 Congestive heart failure, unspecified 0 0 70
D5849 Acute kidney failure, unspecified 0 0 30
D2859 Anemia, unspecified 0 0 20
D2761 Hyposmolality and/or hyponatremia 0 0 20
D99592 Severe sepsis 0 0 20
D4589 Hypotension, unspecified 0 0 20
D51881 Acute respiratory failure 280 0 170
D51884 Acute and chronic respiratory failure 20 0 0
D42731 Atrial fibrillation 0 0 40
D2767 Hyperpotassemia 0 0 20
D486 Pneumonia, organism unspecified 50 0 50
D2762 Acidosis 0 0 30
D5070 Pneumonitis due to inhalation of food or vomitus 30 0 30
D2768 Hypopotassemia 0 0 30
D41401 Coronary atherosclerosis of native coronary artery 0 0 20
DV1582 Personal history of tobacco use 0 0 30
D2724 Other and unspecified hyperlipidemia 0 0 20
D4019 Unspecified essential hypertension 0 0 80
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0 0 40
D0389 Unspecified septicemia 0 0 20
External Causes Distribution
External Cause Code Description Count
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 20
EE8490 Accident in home 30
EE8497 Accidents occurring in residential institution 40