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)

1,130

Sex Count
Male 580
Female 540
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 7.31 days FQ: 4 days Median: 6 days TQ: 9 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Continuous invasive mechanical ventilation for less than 96 consecutive hours ( P9671 ) followed by Discharged or Transferred alive ( N1_d )

Mean ΔT: 7.12 days FQ: 4 days Median: 6 days TQ: 9 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 190
Another hospital 160
Another health facility including LTC 190
Emergency department 180
Unknown 200
Court/Law enforcement 190
Disposition Distribution
Disposition Count
Routine 490
Transfer to short-term hospital 130
Home Health Care 170
Transfer other SNF, ICF, etc. 290
Payer Distribution
Payer Count
Medicare 160
Medicaid 150
Private insurance 140
Self-pay 150
Other payer 160
Unknown payer 180
No charge 150
Race Distribution
Race Count
White 140
Black 160
Hispanic 170
Asian or Pacific Islander 150
Native American 150
Other 170
Race missing, unknown 160
State variation
S1 S2
Count 580 550
Sex : Male 51.7% 50.9%
Sex : Female 48.3% 47.3%
Source : Routine, birth, etc 15.5% 16.4%
Source : Another hospital 15.5% 12.7%
Source : Another health facility including LTC 17.2% 16.4%
Source : Emergency department 13.8% 16.4%
Source : Unknown 17.2% 18.2%
Source : Court/Law enforcement 15.5% 16.4%
Disposition : Routine 43.1% 41.8%
Disposition : Transfer to short-term hospital 12.1% 10.9%
Disposition : Home Health Care 13.8% 14.5%
Disposition : Transfer other SNF, ICF, etc. 24.1% 25.5%
Payer : Medicare 13.8% 12.7%
Payer : Medicaid 12.1% 12.7%
Payer : Private insurance 12.1% 12.7%
Payer : Self-pay 13.8% 12.7%
Payer : Other payer 13.8% 12.7%
Payer : Unknown payer 15.5% 16.4%
Payer : No charge 12.1% 12.7%
Race : Black 13.8% 12.7%
Race : Hispanic 13.8% 14.5%
Race : Asian or Pacific Islander 12.1% 12.7%
Race : Native American 12.1% 14.5%
Race : Other 15.5% 14.5%
Race : Race missing, unknown 13.8% 12.7%
Race : White 13.8% 10.9%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 310 210 190 140 130 130
Sex : Male 48.4% 52.4% 47.4% 57.1% 53.8% 46.2%
Sex : Female 48.4% 47.6% 52.6% 35.7% 38.5% 46.2%
Source : Routine, birth, etc 16.1% 19.0% 10.5% 14.3% 15.4% 15.4%
Source : Another hospital 12.9% 14.3% 15.8% 14.3% 0% 0%
Source : Another health facility including LTC 12.9% 14.3% 15.8% 14.3% 23.1% 0%
Source : Emergency department 16.1% 14.3% 15.8% 14.3% 0% 15.4%
Source : Unknown 16.1% 14.3% 15.8% 14.3% 23.1% 0%
Source : Court/Law enforcement 16.1% 19.0% 15.8% 14.3% 0% 15.4%
Disposition : Routine 35.5% 47.6% 42.1% 50.0% 46.2% 38.5%
Disposition : Transfer to short-term hospital 9.7% 9.5% 10.5% 0% 0% 15.4%
Disposition : Home Health Care 16.1% 14.3% 15.8% 0% 0% 0%
Disposition : Transfer other SNF, ICF, etc. 32.3% 23.8% 21.1% 21.4% 15.4% 23.1%
Payer : Medicare 12.9% 14.3% 10.5% 0% 15.4% 15.4%
Payer : Medicaid 16.1% 14.3% 0% 0% 0% 0%
Payer : Private insurance 12.9% 9.5% 10.5% 14.3% 0% 0%
Payer : Self-pay 9.7% 14.3% 21.1% 0% 0% 0%
Payer : Other payer 12.9% 14.3% 15.8% 0% 15.4% 0%
Payer : No charge 12.9% 14.3% 0% 14.3% 0% 0%
Payer : Unknown payer 12.9% 14.3% 21.1% 14.3% 15.4% 0%
Race : White 9.7% 9.5% 10.5% 14.3% 0% 0%
Race : Black 9.7% 14.3% 15.8% 14.3% 15.4% 15.4%
Race : Hispanic 16.1% 14.3% 10.5% 14.3% 15.4% 0%
Race : Asian or Pacific Islander 12.9% 9.5% 10.5% 14.3% 0% 0%
Race : Native American 12.9% 14.3% 15.8% 0% 15.4% 0%
Race : Other 12.9% 19.0% 15.8% 0% 0% 15.4%
Race : Race missing, unknown 12.9% 14.3% 10.5% 0% 0% 0%
Age Distribution
Age Count
20 - 39 60
40 - 59 190
60 - 79 480
80 - 99 390
Mean age First quartile Median Third quartile
71.25 years 62 years 74 years 84 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 270 510 250
Sex : Male 59.3% 49.0% 40.0%
Sex : Female 37.0% 49.0% 60.0%
Source : Routine, birth, etc 14.8% 15.7% 20.0%
Source : Another hospital 14.8% 13.7% 12.0%
Source : Another health facility including LTC 18.5% 15.7% 16.0%
Source : Emergency department 14.8% 13.7% 16.0%
Source : Unknown 18.5% 17.6% 12.0%
Source : Court/Law enforcement 14.8% 15.7% 20.0%
Disposition : Routine 59.3% 41.2% 16.0%
Disposition : Transfer to short-term hospital 7.4% 13.7% 8.0%
Disposition : Home Health Care 7.4% 15.7% 20.0%
Disposition : Transfer other SNF, ICF, etc. 14.8% 23.5% 48.0%
Payer : Medicare 7.4% 15.7% 16.0%
Payer : Medicaid 11.1% 11.8% 12.0%
Payer : Private insurance 11.1% 11.8% 8.0%
Payer : Self-pay 11.1% 9.8% 16.0%
Payer : Other payer 14.8% 13.7% 16.0%
Payer : No charge 14.8% 13.7% 8.0%
Payer : Unknown payer 14.8% 17.6% 16.0%
Race : White 11.1% 11.8% 16.0%
Race : Black 14.8% 13.7% 12.0%
Race : Hispanic 14.8% 15.7% 12.0%
Race : Asian or Pacific Islander 11.1% 11.8% 12.0%
Race : Native American 11.1% 13.7% 12.0%
Race : Other 11.1% 15.7% 16.0%
Race : Race missing, unknown 11.1% 13.7% 12.0%
Procedure Distribution
Procedure Code Description Count
P3891 Arterial catheterization 40
P8856 Coronary arteriography using two catheters 20
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 30
P9604 Insertion of endotracheal tube 930
P8872 Diagnostic ultrasound of heart 70
P3324 Closed [endoscopic] biopsy of bronchus 50
P9960 Cardiopulmonary resuscitation, not otherwise specified 20
P5794 Insertion of indwelling urinary catheter 20
P0331 Spinal tap 20
P8853 Angiocardiography of left heart structures 30
P9904 Transfusion of packed cells 70
P3995 Hemodialysis 30
P3893 Venous catheterization, not elsewhere classified 220
P9396 Other oxygen enrichment 30
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 1130
P9604_2 Insertion of endotracheal tube 2nd 20
P9390 Non-invasive mechanical ventilation 110
DRG Distribution
DRG Code Description Count
DG468 DRG V24 : EXTENSIVE O.R. PROCEDURE UNRELATED TO PRINCIPAL DIAGNOSIS 20
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 1070
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D4148 Other specified forms of chronic ischemic heart disease 0 0 20
D496 Chronic airway obstruction, not elsewhere classified 0 0 50
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 100
D42789 Other specified cardiac dysrhythmias 0 0 40
D5180 Pulmonary collapse 0 0 20
D486 Pneumonia, organism unspecified 0 0 140
D311 Depressive disorder, not elsewhere classified 0 0 20
D2761 Hyposmolality and/or hyponatremia 0 0 40
D4280 Congestive heart failure, unspecified 0 0 190
D5849 Acute kidney failure, unspecified 0 0 60
D49322 Chronic obstructive asthma with (acute) exacerbation 0 0 20
D41071 Subendocardial infarction, initial episode of care 0 0 40
D2449 Unspecified acquired hypothyroidism 0 0 40
D78039 Other convulsions 0 0 20
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0 0 120
D4589 Hypotension, unspecified 0 0 30
D51881 Acute respiratory failure 1130 0 560
D42731 Atrial fibrillation 0 0 90
D4254 Other primary cardiomyopathies 0 0 40
D2767 Hyperpotassemia 0 0 30
D3051 Tobacco use disorder 0 0 100
D2762 Acidosis 0 0 60
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 60
D2948 Other persistent mental disorders due to conditions classified elsewhere 0 0 20
DV4581 Aortocoronary bypass status 0 0 30
D2768 Hypopotassemia 0 0 60
D41401 Coronary atherosclerosis of native coronary artery 0 0 70
D28860 Leukocytosis, unspecified 0 0 20
DV1582 Personal history of tobacco use 0 0 70
D2724 Other and unspecified hyperlipidemia 0 0 70
D4019 Unspecified essential hypertension 0 0 200
D5990 Urinary tract infection, site not specified 0 0 60
DV1581 Personal history of noncompliance with medical treatment, presenting hazards to health 0 0 20
D4275 Cardiac arrest 0 0 20
D49391 Asthma, unspecified type, with status asthmaticus 0 0 20
D3481 Anoxic brain damage 0 0 20
D2859 Anemia, unspecified 0 0 60
D5859 Chronic kidney disease, unspecified 0 0 30
D79029 Other abnormal glucose 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 30
D40391 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage V or end stage renal disease 0 0 20
D27801 Morbid obesity 0 0 30
D27800 Obesity, unspecified 0 0 30
D5939 Unspecified disorder of kidney and ureter 0 0 20
D53081 Esophageal reflux 0 0 20
D30000 Anxiety state, unspecified 0 0 20
D2639 Unspecified protein-calorie malnutrition 0 0 20
D412 Old myocardial infarction 0 0 30
External Causes Distribution
External Cause Code Description Count
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 50
EE8497 Accidents occurring in residential institution 70
EE8490 Accident in home 90
EE8498 Accidents occurring in other specified places 20
EE8499 Accidents occurring in unspecified place 30