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)

690

Sex Count
Male 370
Female 320
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 15.34 days FQ: 9 days Median: 14 days TQ: 18 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Discharged or Transferred alive ( N1_d )

Mean ΔT: 14.15 days FQ: 9 days Median: 13 days TQ: 17 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 110
Another hospital 110
Another health facility including LTC 120
Emergency department 120
Unknown 110
Court/Law enforcement 100
Disposition Distribution
Disposition Count
Routine 210
Transfer to short-term hospital 60
Transfer other SNF, ICF, etc. 270
Home Health Care 110
Payer Distribution
Payer Count
Medicare 100
Medicaid 90
Private insurance 90
Self-pay 100
Other payer 90
Unknown payer 110
No charge 90
Race Distribution
Race Count
White 90
Black 90
Hispanic 90
Asian or Pacific Islander 80
Native American 120
Other 110
Race missing, unknown 90
State variation
S1 S2
Count 360 330
Sex : Male 50.0% 54.5%
Sex : Female 47.2% 42.4%
Source : Routine, birth, etc 13.9% 15.2%
Source : Another hospital 13.9% 15.2%
Source : Another health facility including LTC 19.4% 15.2%
Source : Emergency department 16.7% 15.2%
Source : Unknown 16.7% 12.1%
Source : Court/Law enforcement 13.9% 15.2%
Disposition : Routine 30.6% 30.3%
Disposition : Home Health Care 11.1% 18.2%
Disposition : Transfer other SNF, ICF, etc. 38.9% 39.4%
Payer : Medicare 13.9% 15.2%
Payer : Medicaid 11.1% 15.2%
Payer : Private insurance 11.1% 12.1%
Payer : Self-pay 13.9% 12.1%
Payer : Other payer 16.7% 9.1%
Payer : Unknown payer 13.9% 15.2%
Payer : No charge 13.9% 12.1%
Race : White 13.9% 12.1%
Race : Black 11.1% 12.1%
Race : Hispanic 13.9% 12.1%
Race : Asian or Pacific Islander 11.1% 12.1%
Race : Native American 16.7% 15.2%
Race : Other 16.7% 15.2%
Race : Race missing, unknown 11.1% 12.1%
Disposition : Transfer to short-term hospital 11.1% 0%
Yearly variation
2006 2007 2008 2009
Count 190 100 110 110
Sex : Male 47.4% 50.0% 54.5% 45.5%
Sex : Female 52.6% 50.0% 36.4% 45.5%
Source : Routine, birth, etc 15.8% 0% 0% 0%
Source : Another hospital 15.8% 0% 0% 0%
Source : Another health facility including LTC 15.8% 20.0% 18.2% 18.2%
Source : Emergency department 10.5% 20.0% 18.2% 18.2%
Source : Unknown 15.8% 20.0% 0% 0%
Source : Court/Law enforcement 15.8% 0% 0% 0%
Disposition : Routine 31.6% 30.0% 27.3% 27.3%
Disposition : Transfer other SNF, ICF, etc. 47.4% 40.0% 36.4% 27.3%
Disposition : Home Health Care 10.5% 0% 18.2% 0%
Payer : Medicare 10.5% 0% 0% 0%
Payer : Medicaid 15.8% 0% 0% 0%
Payer : Private insurance 10.5% 0% 0% 0%
Payer : Self-pay 10.5% 0% 0% 0%
Payer : Other payer 10.5% 0% 0% 0%
Payer : Unknown payer 10.5% 20.0% 0% 0%
Payer : No charge 10.5% 0% 0% 0%
Race : White 10.5% 0% 0% 0%
Race : Black 10.5% 0% 0% 0%
Race : Hispanic 10.5% 0% 0% 0%
Race : Asian or Pacific Islander 10.5% 0% 0% 0%
Race : Native American 21.1% 0% 0% 0%
Race : Other 15.8% 20.0% 0% 0%
Race : Race missing, unknown 10.5% 0% 0% 0%
Age Distribution
Age Count
80 - 99 230
40 - 59 130
60 - 79 290
20 - 39 30
Mean age First quartile Median Third quartile
71.2 years 61 years 73 years 83 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 180 310 140
Sex : Male 61.1% 51.6% 42.9%
Sex : Female 38.9% 48.4% 50.0%
Source : Routine, birth, etc 16.7% 16.1% 14.3%
Source : Another hospital 16.7% 12.9% 14.3%
Source : Another health facility including LTC 22.2% 12.9% 21.4%
Source : Emergency department 11.1% 19.4% 14.3%
Source : Unknown 11.1% 16.1% 0%
Source : Court/Law enforcement 16.7% 16.1% 0%
Disposition : Routine 50.0% 25.8% 14.3%
Disposition : Transfer to short-term hospital 11.1% 6.5% 0%
Disposition : Home Health Care 11.1% 19.4% 0%
Disposition : Transfer other SNF, ICF, etc. 22.2% 41.9% 64.3%
Payer : Medicaid 11.1% 12.9% 14.3%
Payer : Private insurance 0% 12.9% 0%
Payer : Self-pay 16.7% 12.9% 0%
Payer : Other payer 11.1% 12.9% 0%
Payer : Unknown payer 16.7% 12.9% 14.3%
Payer : No charge 11.1% 12.9% 14.3%
Payer : Medicare 11.1% 12.9% 14.3%
Race : White 11.1% 9.7% 14.3%
Race : Black 11.1% 12.9% 0%
Race : Hispanic 11.1% 12.9% 0%
Race : Asian or Pacific Islander 11.1% 12.9% 0%
Race : Native American 22.2% 12.9% 14.3%
Race : Other 16.7% 16.1% 14.3%
Race : Race missing, unknown 0% 12.9% 14.3%
Procedure Distribution
Procedure Code Description Count
P9604 Insertion of endotracheal tube 690
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 20
P9904 Transfusion of packed cells 90
P966 Enteral infusion of concentrated nutritional substances 30
P9396 Other oxygen enrichment 20
P8872 Diagnostic ultrasound of heart 30
P3891 Arterial catheterization 30
P3324 Closed [endoscopic] biopsy of bronchus 90
P9656 Other lavage of bronchus and trachea 20
P3893 Venous catheterization, not elsewhere classified 260
P9390 Non-invasive mechanical ventilation 90
P3995 Hemodialysis 20
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 630
P9960 Cardiopulmonary resuscitation, not otherwise specified 20
P9604_2 Insertion of endotracheal tube 2nd 30
DRG Distribution
DRG Code Description Count
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 690
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D496 Chronic airway obstruction, not elsewhere classified 0 0 40
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 30
D5180 Pulmonary collapse 0 0 20
D3051 Tobacco use disorder 0 0 50
D311 Depressive disorder, not elsewhere classified 0 0 20
D2761 Hyposmolality and/or hyponatremia 0 0 20
D4280 Congestive heart failure, unspecified 0 0 100
D5849 Acute kidney failure, unspecified 0 0 40
D2859 Anemia, unspecified 0 0 40
D2449 Unspecified acquired hypothyroidism 0 0 20
D49121 Obstructive chronic bronchitis with (acute) exacerbation 30 0 70
D99592 Severe sepsis 0 0 20
D51881 Acute respiratory failure 380 0 240
D51884 Acute and chronic respiratory failure 40 0 0
D42731 Atrial fibrillation 0 0 50
D486 Pneumonia, organism unspecified 60 0 90
D2762 Acidosis 0 0 30
D2760 Hyperosmolality and/or hypernatremia 0 0 20
D5070 Pneumonitis due to inhalation of food or vomitus 50 0 50
D79902 Hypoxemia 0 0 20
D2768 Hypopotassemia 0 0 30
D41401 Coronary atherosclerosis of native coronary artery 0 0 30
DV1582 Personal history of tobacco use 0 0 40
D2724 Other and unspecified hyperlipidemia 0 0 40
D4019 Unspecified essential hypertension 0 0 120
D5990 Urinary tract infection, site not specified 0 0 30
D27651 Dehydration 0 0 20
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 40
EE8490 Accident in home 30
EE8499 Accidents occurring in unspecified place 20
EE8497 Accidents occurring in residential institution 80