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 Died in hospital ( N1_m )

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

Adult patients (Age > 20 years)

Visits
Adult patients (Age > 20 years)

700

Sex Count
Male 370
Female 330
In hospital
Mortality

100.0 %

Length of Stay Distribution
Mean LOS: 7.73 days FQ: 1 days Median: 4 days TQ: 10 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Died in hospital ( N1_m )

Mean ΔT: 6.58 days FQ: 1 days Median: 3 days TQ: 8 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 110
Another hospital 110
Another health facility including LTC 120
Emergency department 110
Court/Law enforcement 120
Unknown 100
Disposition Distribution
Disposition Count
Died in hospital 700
Payer Distribution
Payer Count
Medicare 100
Medicaid 90
Private insurance 80
Self-pay 100
Other payer 100
Unknown payer 90
No charge 110
Race Distribution
Race Count
White 90
Black 90
Hispanic 90
Asian or Pacific Islander 100
Native American 90
Other 110
Race missing, unknown 100
State variation
S1 S2
Count 340 350
Sex : Male 52.9% 51.4%
Sex : Female 47.1% 48.6%
Source : Routine, birth, etc 14.7% 14.3%
Source : Another hospital 14.7% 14.3%
Source : Another health facility including LTC 14.7% 20.0%
Source : Emergency department 17.6% 14.3%
Source : Court/Law enforcement 17.6% 17.1%
Source : Unknown 14.7% 11.4%
Disposition : Died in hospital 100.0% 100.0%
Payer : Medicare 14.7% 14.3%
Payer : Medicaid 11.8% 14.3%
Payer : Private insurance 11.8% 11.4%
Payer : Self-pay 14.7% 14.3%
Payer : Other payer 11.8% 14.3%
Payer : Unknown payer 11.8% 11.4%
Payer : No charge 17.6% 14.3%
Race : White 8.8% 14.3%
Race : Black 11.8% 11.4%
Race : Hispanic 11.8% 11.4%
Race : Asian or Pacific Islander 14.7% 14.3%
Race : Native American 11.8% 11.4%
Race : Other 17.6% 14.3%
Race : Race missing, unknown 14.7% 14.3%
Yearly variation
2006 2007 2008
Count 200 160 110
Sex : Male 55.0% 43.8% 54.5%
Sex : Female 45.0% 50.0% 45.5%
Source : Routine, birth, etc 15.0% 18.8% 0%
Source : Another hospital 15.0% 12.5% 18.2%
Source : Another health facility including LTC 20.0% 18.8% 0%
Source : Emergency department 15.0% 12.5% 0%
Source : Unknown 15.0% 0% 0%
Source : Court/Law enforcement 10.0% 18.8% 0%
Disposition : Died in hospital 100.0% 100.0% 100.0%
Payer : Medicaid 10.0% 0% 0%
Payer : Private insurance 15.0% 0% 0%
Payer : Self-pay 15.0% 12.5% 0%
Payer : Other payer 15.0% 12.5% 0%
Payer : Unknown payer 10.0% 12.5% 0%
Payer : No charge 15.0% 12.5% 18.2%
Race : White 10.0% 0% 0%
Race : Black 10.0% 12.5% 0%
Race : Hispanic 10.0% 18.8% 0%
Race : Asian or Pacific Islander 15.0% 12.5% 0%
Race : Native American 10.0% 12.5% 0%
Race : Other 20.0% 0% 18.2%
Race : Race missing, unknown 15.0% 12.5% 0%
Payer : Medicare 0% 12.5% 0%
Age Distribution
Age Count
80 - 99 330
40 - 59 80
60 - 79 260
Mean age First quartile Median Third quartile
76.83 years 67 years 79 years 89 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 130 320 230
Sex : Male 53.8% 50.0% 47.8%
Sex : Female 38.5% 46.9% 47.8%
Source : Routine, birth, etc 0% 15.6% 13.0%
Source : Another hospital 15.4% 18.8% 8.7%
Source : Another health facility including LTC 15.4% 18.8% 13.0%
Source : Emergency department 0% 12.5% 17.4%
Source : Unknown 15.4% 12.5% 13.0%
Source : Court/Law enforcement 15.4% 12.5% 21.7%
Disposition : Died in hospital 100.0% 100.0% 100.0%
Payer : Medicare 15.4% 12.5% 13.0%
Payer : Medicaid 0% 12.5% 13.0%
Payer : Private insurance 0% 12.5% 8.7%
Payer : Self-pay 15.4% 12.5% 13.0%
Payer : Other payer 15.4% 15.6% 8.7%
Payer : Unknown payer 0% 9.4% 17.4%
Payer : No charge 0% 15.6% 13.0%
Race : White 0% 12.5% 13.0%
Race : Black 0% 12.5% 13.0%
Race : Asian or Pacific Islander 15.4% 12.5% 13.0%
Race : Native American 0% 12.5% 13.0%
Race : Other 15.4% 15.6% 13.0%
Race : Race missing, unknown 15.4% 12.5% 13.0%
Race : Hispanic 15.4% 12.5% 8.7%
Procedure Distribution
Procedure Code Description Count
P9604 Insertion of endotracheal tube 700
P3891 Arterial catheterization 40
P9904 Transfusion of packed cells 100
P9396 Other oxygen enrichment 30
P8872 Diagnostic ultrasound of heart 20
P3324 Closed [endoscopic] biopsy of bronchus 30
P3893 Venous catheterization, not elsewhere classified 240
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 410
P9960 Cardiopulmonary resuscitation, not otherwise specified 140
P9390 Non-invasive mechanical ventilation 20
P3895 Venous catheterization for renal dialysis 20
P3995 Hemodialysis 30
P9907 Transfusion of other serum 30
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 220
DRG Distribution
DRG Code Description Count
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 420
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 220
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D496 Chronic airway obstruction, not elsewhere classified 0 0 30
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
D78552 Septic shock 0 0 20
D78551 Cardiogenic shock 0 0 20
D3051 Tobacco use disorder 0 0 30
D5990 Urinary tract infection, site not specified 0 0 20
D4280 Congestive heart failure, unspecified 0 0 100
D5849 Acute kidney failure, unspecified 0 0 50
D2875 Thrombocytopenia, unspecified 0 0 20
D41071 Subendocardial infarction, initial episode of care 0 0 20
DV667 Encounter for palliative care 0 0 50
D2761 Hyposmolality and/or hyponatremia 0 0 20
D99592 Severe sepsis 0 0 30
D4589 Hypotension, unspecified 0 0 30
D51881 Acute respiratory failure 700 0 280
D42731 Atrial fibrillation 0 0 80
D4254 Other primary cardiomyopathies 0 0 20
D2767 Hyperpotassemia 0 0 20
D486 Pneumonia, organism unspecified 0 0 80
D2762 Acidosis 0 0 60
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 40
D2768 Hypopotassemia 0 0 20
D41401 Coronary atherosclerosis of native coronary artery 0 0 40
DV1582 Personal history of tobacco use 0 0 40
D2724 Other and unspecified hyperlipidemia 0 0 30
D4019 Unspecified essential hypertension 0 0 100
D5859 Chronic kidney disease, unspecified 0 0 20
D4275 Cardiac arrest 0 0 50
D3481 Anoxic brain damage 0 0 50
D2859 Anemia, unspecified 0 0 40
D78001 Coma 0 0 30
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0 0 40
D0389 Unspecified septicemia 0 0 40
External Causes Distribution
External Cause Code Description Count
EE8490 Accident in home 30
EE8497 Accidents occurring in residential institution 40
EE8499 Accidents occurring in unspecified place 20