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.

Insertion of endotracheal tube ( P9604 ) followed by Discharged to home ( N1_f )

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

Adult patients (Age > 20 years)

Visits
Adult patients (Age > 20 years)

550

Sex Count
Male 300
Female 240
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 7.61 days FQ: 4 days Median: 6 days TQ: 9 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Discharged to home ( N1_f )

Mean ΔT: 7.43 days FQ: 4 days Median: 6 days TQ: 9 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 80
Another hospital 80
Another health facility including LTC 100
Emergency department 70
Unknown 110
Court/Law enforcement 90
Disposition Distribution
Disposition Count
Routine 550
Payer Distribution
Payer Count
Medicare 80
Medicaid 70
Private insurance 80
Self-pay 70
Other payer 70
Unknown payer 70
No charge 70
Race Distribution
Race Count
White 60
Black 70
Hispanic 70
Native American 80
Other 80
Race missing, unknown 80
Asian or Pacific Islander 70
State variation
S1 S2
Count 290 260
Sex : Male 51.7% 53.8%
Sex : Female 44.8% 42.3%
Source : Routine, birth, etc 13.8% 15.4%
Source : Another hospital 13.8% 15.4%
Source : Another health facility including LTC 17.2% 19.2%
Source : Emergency department 13.8% 11.5%
Source : Unknown 20.7% 19.2%
Source : Court/Law enforcement 13.8% 15.4%
Disposition : Routine 100.0% 100.0%
Payer : Medicare 13.8% 15.4%
Payer : Medicaid 10.3% 11.5%
Payer : Private insurance 10.3% 15.4%
Payer : Self-pay 13.8% 11.5%
Payer : Other payer 13.8% 11.5%
Payer : Unknown payer 13.8% 11.5%
Payer : No charge 13.8% 11.5%
Race : White 10.3% 11.5%
Race : Black 13.8% 11.5%
Race : Hispanic 10.3% 11.5%
Race : Native American 13.8% 15.4%
Race : Other 13.8% 11.5%
Race : Race missing, unknown 13.8% 15.4%
Race : Asian or Pacific Islander 13.8% 11.5%
Yearly variation
2006 2007
Count 140 100
Sex : Male 50.0% 60.0%
Sex : Female 50.0% 40.0%
Source : Routine, birth, etc 14.3% 0%
Source : Another hospital 14.3% 0%
Source : Another health facility including LTC 21.4% 0%
Source : Emergency department 14.3% 0%
Source : Unknown 14.3% 20.0%
Source : Court/Law enforcement 14.3% 0%
Disposition : Routine 100.0% 100.0%
Payer : Medicare 14.3% 0%
Payer : Medicaid 14.3% 0%
Payer : Private insurance 14.3% 0%
Payer : Self-pay 14.3% 0%
Payer : Other payer 14.3% 0%
Race : Asian or Pacific Islander 14.3% 0%
Race : Native American 14.3% 0%
Race : Race missing, unknown 14.3% 20.0%
Age Distribution
Age Count
80 - 99 100
40 - 59 130
60 - 79 260
20 - 39 50
Mean age First quartile Median Third quartile
64.73 years 55 years 66 years 76 years
65 >= Age > 45 85 >= Age > 65
Count 200 230
Sex : Male 60.0% 43.5%
Sex : Female 35.0% 52.2%
Source : Court/Law enforcement 10.0% 17.4%
Source : Routine, birth, etc 15.0% 13.0%
Source : Another hospital 15.0% 13.0%
Source : Another health facility including LTC 20.0% 17.4%
Source : Emergency department 10.0% 13.0%
Source : Unknown 15.0% 17.4%
Disposition : Routine 100.0% 100.0%
Payer : Medicare 10.0% 17.4%
Payer : Medicaid 10.0% 8.7%
Payer : Private insurance 15.0% 13.0%
Payer : Self-pay 10.0% 13.0%
Payer : Other payer 10.0% 13.0%
Payer : Unknown payer 15.0% 8.7%
Payer : No charge 10.0% 13.0%
Race : White 10.0% 8.7%
Race : Black 10.0% 13.0%
Race : Hispanic 10.0% 13.0%
Race : Asian or Pacific Islander 10.0% 13.0%
Race : Native American 15.0% 8.7%
Race : Other 10.0% 13.0%
Race : Race missing, unknown 15.0% 13.0%
Procedure Distribution
Procedure Code Description Count
P9604 Insertion of endotracheal tube 550
P9904 Transfusion of packed cells 30
P9396 Other oxygen enrichment 20
P8872 Diagnostic ultrasound of heart 20
P3891 Arterial catheterization 20
P3324 Closed [endoscopic] biopsy of bronchus 30
P3893 Venous catheterization, not elsewhere classified 100
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 410
P9390 Non-invasive mechanical ventilation 40
P3995 Hemodialysis 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 410
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 110
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 50
D42789 Other specified cardiac dysrhythmias 0 0 20
D3051 Tobacco use disorder 0 0 60
D4280 Congestive heart failure, unspecified 0 0 90
D5849 Acute kidney failure, unspecified 0 0 20
D49322 Chronic obstructive asthma with (acute) exacerbation 0 0 20
D2859 Anemia, unspecified 0 0 20
D2761 Hyposmolality and/or hyponatremia 0 0 20
D51881 Acute respiratory failure 550 0 290
D42731 Atrial fibrillation 0 0 20
D4254 Other primary cardiomyopathies 0 0 20
D486 Pneumonia, organism unspecified 0 0 80
D2762 Acidosis 0 0 30
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 20
D2724 Other and unspecified hyperlipidemia 0 0 30
D41401 Coronary atherosclerosis of native coronary artery 0 0 30
DV1582 Personal history of tobacco use 0 0 30
D2768 Hypopotassemia 0 0 30
D4019 Unspecified essential hypertension 0 0 90
D79029 Other abnormal glucose 0 0 20
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0 0 60
D27801 Morbid obesity 0 0 20
External Causes Distribution
External Cause Code Description Count
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 30
EE8497 Accidents occurring in residential institution 40
EE8490 Accident in home 50