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 via ED ( N1_e ) 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)

340

Sex Count
Male 160
Female 170
In hospital
Mortality

32.35 %

Length of Stay Distribution
Mean LOS: 9.66 days FQ: 3 days Median: 7 days TQ: 13 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Admission via ED ( N1_e ) followed by Insertion of endotracheal tube ( P9604 )

Mean ΔT: 0.79 days FQ: 0 days Median: 0 days TQ: 0 days

Variation by ΔT for

Source Distribution
Source Count
Emergency department 340
Disposition Distribution
Disposition Count
Routine 70
Transfer to short-term hospital 20
Home Health Care 30
Died in hospital 110
Transfer other SNF, ICF, etc. 80
Payer Distribution
Payer Count
Medicare 50
Medicaid 40
Private insurance 40
Self-pay 50
Other payer 50
Unknown payer 40
No charge 50
Race Distribution
Race Count
White 50
Black 40
Hispanic 40
Asian or Pacific Islander 40
Native American 40
Other 50
Race missing, unknown 50
State variation
S1 S2
Count 170 160
Sex : Male 47.1% 50.0%
Sex : Female 52.9% 50.0%
Source : Emergency department 100.0% 100.0%
Disposition : Routine 23.5% 18.8%
Disposition : Died in hospital 35.3% 31.3%
Disposition : Transfer other SNF, ICF, etc. 17.6% 25.0%
Payer : Medicare 11.8% 12.5%
Payer : Medicaid 0% 12.5%
Payer : Self-pay 17.6% 12.5%
Payer : Other payer 11.8% 12.5%
Payer : Unknown payer 0% 12.5%
Payer : No charge 17.6% 12.5%
Race : White 11.8% 12.5%
Race : Black 11.8% 12.5%
Race : Hispanic 11.8% 12.5%
Race : Asian or Pacific Islander 11.8% 12.5%
Race : Native American 11.8% 12.5%
Race : Other 11.8% 12.5%
Race : Race missing, unknown 11.8% 12.5%
Payer : Private insurance 11.8% 0%
Yearly variation
2006
Count 100
Sex : Male 50.0%
Sex : Female 50.0%
Source : Emergency department 100.0%
Disposition : Routine 20.0%
Disposition : Died in hospital 30.0%
Disposition : Transfer other SNF, ICF, etc. 20.0%
Payer : No charge 20.0%
Age Distribution
Age Count
80 - 99 140
40 - 59 50
60 - 79 130
Mean age First quartile Median Third quartile
73.5 years 63 years 76 years 86 years
85 >= Age > 65
Count 150
Sex : Male 40.0%
Sex : Female 53.3%
Source : Emergency department 100.0%
Disposition : Routine 20.0%
Disposition : Died in hospital 26.7%
Disposition : Transfer other SNF, ICF, etc. 20.0%
Payer : Medicare 13.3%
Payer : Private insurance 13.3%
Payer : Self-pay 13.3%
Payer : Other payer 13.3%
Payer : No charge 13.3%
Race : Black 13.3%
Race : Native American 13.3%
Race : Other 13.3%
Race : Race missing, unknown 13.3%
Procedure Distribution
Procedure Code Description Count
P9604 Insertion of endotracheal tube 340
P9904 Transfusion of packed cells 40
P3324 Closed [endoscopic] biopsy of bronchus 20
P3893 Venous catheterization, not elsewhere classified 100
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 200
P9390 Non-invasive mechanical ventilation 30
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 110
P9960 Cardiopulmonary resuscitation, not otherwise specified 20
DRG Distribution
DRG Code Description Count
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 200
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 50
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 30
D4280 Congestive heart failure, unspecified 0 0 60
D3051 Tobacco use disorder 0 0 20
D2724 Other and unspecified hyperlipidemia 0 0 20
DV1582 Personal history of tobacco use 0 0 20
D4019 Unspecified essential hypertension 0 0 70
D51881 Acute respiratory failure 340 0 150
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 20
EE8490 Accident in home 20