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)

640

Sex Count
Male 320
Female 310
In hospital
Mortality

32.81 %

Length of Stay Distribution
Mean LOS: 15.57 days FQ: 8 days Median: 13 days TQ: 19 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Continuous invasive mechanical ventilation for 96 consecutive hours or more ( P9672 ) followed by Insertion of endotracheal tube ( P9604 )

Mean ΔT: 0.51 days FQ: 0 days Median: 0 days TQ: 0 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 100
Another hospital 110
Another health facility including LTC 120
Emergency department 100
Unknown 100
Court/Law enforcement 90
Disposition Distribution
Disposition Count
Routine 110
Transfer to short-term hospital 40
Home Health Care 50
Died in hospital 210
Transfer other SNF, ICF, etc. 200
Payer Distribution
Payer Count
Medicare 80
Medicaid 80
Private insurance 90
Self-pay 90
Other payer 90
Unknown payer 90
No charge 90
Race Distribution
Race Count
White 80
Black 90
Hispanic 80
Asian or Pacific Islander 80
Native American 100
Other 110
Race missing, unknown 70
State variation
S1 S2
Count 340 290
Sex : Male 50.0% 51.7%
Sex : Female 50.0% 48.3%
Source : Routine, birth, etc 14.7% 13.8%
Source : Another hospital 14.7% 17.2%
Source : Another health facility including LTC 14.7% 20.7%
Source : Emergency department 17.6% 13.8%
Source : Unknown 17.6% 13.8%
Source : Court/Law enforcement 11.8% 13.8%
Disposition : Routine 17.6% 17.2%
Disposition : Home Health Care 5.9% 6.9%
Disposition : Died in hospital 32.4% 34.5%
Disposition : Transfer other SNF, ICF, etc. 32.4% 31.0%
Payer : Medicare 11.8% 10.3%
Payer : Medicaid 11.8% 13.8%
Payer : Private insurance 11.8% 17.2%
Payer : Self-pay 11.8% 17.2%
Payer : Other payer 14.7% 10.3%
Payer : Unknown payer 11.8% 13.8%
Payer : No charge 14.7% 10.3%
Race : White 11.8% 13.8%
Race : Black 11.8% 13.8%
Race : Hispanic 11.8% 13.8%
Race : Asian or Pacific Islander 11.8% 13.8%
Race : Native American 14.7% 13.8%
Race : Other 17.6% 13.8%
Race : Race missing, unknown 8.8% 13.8%
Disposition : Transfer to short-term hospital 8.8% 0%
Yearly variation
2006 2007
Count 210 120
Sex : Male 47.6% 41.7%
Sex : Female 52.4% 50.0%
Source : Routine, birth, etc 14.3% 0%
Source : Another hospital 19.0% 0%
Source : Another health facility including LTC 19.0% 16.7%
Source : Emergency department 14.3% 16.7%
Source : Unknown 14.3% 16.7%
Source : Court/Law enforcement 9.5% 0%
Disposition : Routine 19.0% 0%
Disposition : Died in hospital 33.3% 41.7%
Disposition : Transfer other SNF, ICF, etc. 33.3% 25.0%
Payer : Medicare 9.5% 0%
Payer : Medicaid 14.3% 0%
Payer : Private insurance 14.3% 0%
Payer : Self-pay 14.3% 0%
Payer : Other payer 14.3% 0%
Payer : Unknown payer 9.5% 16.7%
Payer : No charge 14.3% 0%
Race : White 14.3% 16.7%
Race : Black 14.3% 0%
Race : Hispanic 9.5% 0%
Race : Asian or Pacific Islander 14.3% 0%
Race : Native American 14.3% 0%
Race : Other 14.3% 16.7%
Race : Race missing, unknown 9.5% 0%
Age Distribution
Age Count
80 - 99 250
40 - 59 100
60 - 79 250
Mean age First quartile Median Third quartile
73.17 years 63 years 76 years 85 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 150 290 150
Sex : Male 60.0% 48.3% 46.7%
Sex : Female 40.0% 51.7% 53.3%
Source : Routine, birth, etc 13.3% 13.8% 20.0%
Source : Another hospital 13.3% 17.2% 13.3%
Source : Another health facility including LTC 20.0% 17.2% 20.0%
Source : Emergency department 13.3% 17.2% 13.3%
Source : Unknown 13.3% 17.2% 13.3%
Source : Court/Law enforcement 13.3% 10.3% 13.3%
Disposition : Routine 33.3% 13.8% 0%
Disposition : Transfer to short-term hospital 0% 6.9% 0%
Disposition : Home Health Care 0% 6.9% 0%
Disposition : Died in hospital 26.7% 34.5% 40.0%
Disposition : Transfer other SNF, ICF, etc. 20.0% 31.0% 40.0%
Payer : Medicare 13.3% 6.9% 13.3%
Payer : Medicaid 0% 13.8% 13.3%
Payer : Private insurance 13.3% 13.8% 13.3%
Payer : Self-pay 13.3% 13.8% 13.3%
Payer : Other payer 0% 13.8% 0%
Payer : Unknown payer 13.3% 10.3% 13.3%
Payer : No charge 0% 13.8% 13.3%
Race : White 13.3% 10.3% 13.3%
Race : Black 0% 13.8% 0%
Race : Hispanic 0% 13.8% 13.3%
Race : Asian or Pacific Islander 13.3% 10.3% 0%
Race : Native American 20.0% 10.3% 13.3%
Race : Other 13.3% 17.2% 13.3%
Race : Race missing, unknown 0% 13.8% 13.3%
Procedure Distribution
Procedure Code Description Count
P311 Temporary tracheostomy 40
P9604 Insertion of endotracheal tube 640
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 30
P9904 Transfusion of packed cells 90
P966 Enteral infusion of concentrated nutritional substances 20
P9396 Other oxygen enrichment 20
P8872 Diagnostic ultrasound of heart 20
P3891 Arterial catheterization 20
P3324 Closed [endoscopic] biopsy of bronchus 60
P3893 Venous catheterization, not elsewhere classified 250
P9960 Cardiopulmonary resuscitation, not otherwise specified 40
P9390 Non-invasive mechanical ventilation 40
P3995 Hemodialysis 30
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 640
P9604_2 Insertion of endotracheal tube 2nd 20
DRG Distribution
DRG Code Description Count
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 540
DG542 DRG V24 : TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W/O MAJ O.R. 60
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 60
D42789 Other specified cardiac dysrhythmias 0 0 20
D3051 Tobacco use disorder 0 0 30
D4280 Congestive heart failure, unspecified 0 0 100
D5849 Acute kidney failure, unspecified 0 0 30
D2859 Anemia, unspecified 0 0 30
D2761 Hyposmolality and/or hyponatremia 0 0 20
D99592 Severe sepsis 0 0 20
D51881 Acute respiratory failure 640 0 260
D42731 Atrial fibrillation 0 0 60
D4254 Other primary cardiomyopathies 0 0 20
D2767 Hyperpotassemia 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 40
D2768 Hypopotassemia 0 0 20
D41401 Coronary atherosclerosis of native coronary artery 0 0 40
DV1582 Personal history of tobacco use 0 0 30
D2724 Other and unspecified hyperlipidemia 0 0 40
D4019 Unspecified essential hypertension 0 0 110
D5990 Urinary tract infection, site not specified 0 0 30
D3481 Anoxic brain damage 0 0 20
D78001 Coma 0 0 20
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0 0 60
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 20
D27801 Morbid obesity 0 0 20
D0389 Unspecified septicemia 0 0 30
External Causes Distribution
External Cause Code Description Count
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 20
EE8490 Accident in home 30
EE8499 Accidents occurring in unspecified place 20
EE8497 Accidents occurring in residential institution 50