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.

Routine admission ( N1_r ) followed by Insertion of endotracheal tube ( P9604 )

In visits with Primary Diagnosis: Acute respiratory failure ( D51881 )

Adult patients (Age > 20 years)

Visits
Adult patients (Age > 20 years)

360

Sex Count
Male 180
Female 170
In hospital
Mortality

30.56 %

Length of Stay Distribution
Mean LOS: 9.61 days FQ: 3 days Median: 8 days TQ: 13 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Routine admission ( N1_r ) followed by Insertion of endotracheal tube ( P9604 )

Mean ΔT: 0.54 days FQ: 0 days Median: 0 days TQ: 0 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 360
Disposition Distribution
Disposition Count
Routine 80
Transfer to short-term hospital 30
Home Health Care 40
Died in hospital 110
Transfer other SNF, ICF, etc. 70
Payer Distribution
Payer Count
Medicare 50
Medicaid 40
Private insurance 40
Self-pay 40
Other payer 50
Unknown payer 50
No charge 50
Race Distribution
Race Count
White 40
Black 40
Hispanic 50
Asian or Pacific Islander 40
Native American 50
Other 60
Race missing, unknown 50
State variation
S1 S2
Count 180 170
Sex : Male 44.4% 52.9%
Sex : Female 50.0% 41.2%
Source : Routine, birth, etc 100.0% 100.0%
Disposition : Routine 22.2% 23.5%
Disposition : Died in hospital 27.8% 29.4%
Disposition : Transfer other SNF, ICF, etc. 16.7% 17.6%
Payer : Medicare 16.7% 11.8%
Payer : Private insurance 0% 11.8%
Payer : Self-pay 11.1% 11.8%
Payer : Other payer 11.1% 11.8%
Payer : Unknown payer 11.1% 17.6%
Race : White 0% 11.8%
Race : Black 11.1% 11.8%
Race : Hispanic 11.1% 17.6%
Race : Native American 11.1% 11.8%
Race : Other 16.7% 11.8%
Race : Race missing, unknown 11.1% 11.8%
Disposition : Home Health Care 11.1% 0%
Payer : Medicaid 11.1% 0%
Payer : No charge 16.7% 0%
Race : Asian or Pacific Islander 11.1% 0%
Yearly variation
2006
Count 100
Sex : Male 50.0%
Sex : Female 50.0%
Source : Routine, birth, etc 100.0%
Disposition : Routine 20.0%
Disposition : Died in hospital 30.0%
Disposition : Transfer other SNF, ICF, etc. 20.0%
Race : Other 20.0%
Age Distribution
Age Count
80 - 99 140
40 - 59 50
60 - 79 140
Mean age First quartile Median Third quartile
74.13 years 65 years 76 years 87 years
85 >= Age > 65 Age > 85
Count 160 100
Sex : Male 43.8% 40.0%
Sex : Female 50.0% 50.0%
Source : Routine, birth, etc 100.0% 100.0%
Disposition : Routine 18.8% 0%
Disposition : Transfer to short-term hospital 12.5% 0%
Disposition : Home Health Care 12.5% 0%
Disposition : Died in hospital 31.3% 30.0%
Disposition : Transfer other SNF, ICF, etc. 18.8% 20.0%
Payer : Medicare 12.5% 0%
Payer : Private insurance 12.5% 0%
Payer : Self-pay 12.5% 0%
Payer : Other payer 12.5% 0%
Payer : Unknown payer 12.5% 0%
Payer : No charge 12.5% 0%
Race : Black 12.5% 0%
Race : Asian or Pacific Islander 12.5% 0%
Race : Native American 12.5% 0%
Race : Other 12.5% 0%
Race : Race missing, unknown 12.5% 0%
Race : Hispanic 12.5% 0%
Race : White 0% 20.0%
Procedure Distribution
Procedure Code Description Count
P9604 Insertion of endotracheal tube 360
P9904 Transfusion of packed cells 40
P8872 Diagnostic ultrasound of heart 20
P3324 Closed [endoscopic] biopsy of bronchus 20
P3893 Venous catheterization, not elsewhere classified 110
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 220
P9960 Cardiopulmonary resuscitation, not otherwise specified 20
P9390 Non-invasive mechanical ventilation 20
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 110
DRG Distribution
DRG Code Description Count
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 220
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 100
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D486 Pneumonia, organism unspecified 0 0 30
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 30
D2762 Acidosis 0 0 20
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0 0 20
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 20
D4280 Congestive heart failure, unspecified 0 0 60
D3051 Tobacco use disorder 0 0 20
D2724 Other and unspecified hyperlipidemia 0 0 20
D41401 Coronary atherosclerosis of native coronary artery 0 0 20
DV1582 Personal history of tobacco use 0 0 20
D4019 Unspecified essential hypertension 0 0 50
D51881 Acute respiratory failure 360 0 170
D5849 Acute kidney failure, unspecified 0 0 20
D42731 Atrial fibrillation 0 0 20
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 30