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)

1,330

Sex Count
Male 680
Female 640
In hospital
Mortality

30.08 %

Length of Stay Distribution
Mean LOS: 5.8 days FQ: 2 days Median: 5 days TQ: 8 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Continuous invasive mechanical ventilation for less than 96 consecutive hours ( P9671 )

Mean ΔT: 0.01 days FQ: 0 days Median: 0 days TQ: 0 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 220
Another hospital 200
Another health facility including LTC 220
Emergency department 200
Unknown 230
Court/Law enforcement 240
Disposition Distribution
Disposition Count
Routine 410
Transfer to short-term hospital 100
Home Health Care 140
Died in hospital 400
Transfer other SNF, ICF, etc. 230
Payer Distribution
Payer Count
Medicare 200
Medicaid 170
Private insurance 170
Self-pay 180
Other payer 190
Unknown payer 200
No charge 190
Race Distribution
Race Count
White 170
Black 190
Hispanic 200
Asian or Pacific Islander 190
Native American 180
Other 190
Race missing, unknown 190
State variation
S1 S2
Count 660 660
Sex : Male 51.5% 51.5%
Sex : Female 48.5% 48.5%
Source : Routine, birth, etc 16.7% 16.7%
Source : Another health facility including LTC 16.7% 16.7%
Source : Emergency department 13.6% 15.2%
Source : Court/Law enforcement 18.2% 18.2%
Source : Another hospital 15.2% 15.2%
Source : Unknown 18.2% 16.7%
Disposition : Routine 31.8% 30.3%
Disposition : Transfer to short-term hospital 7.6% 7.6%
Disposition : Home Health Care 9.1% 10.6%
Disposition : Died in hospital 30.3% 30.3%
Disposition : Transfer other SNF, ICF, etc. 16.7% 18.2%
Payer : Medicare 15.2% 15.2%
Payer : Medicaid 12.1% 12.1%
Payer : Private insurance 12.1% 13.6%
Payer : Self-pay 15.2% 12.1%
Payer : Other payer 13.6% 13.6%
Payer : Unknown payer 13.6% 16.7%
Payer : No charge 15.2% 13.6%
Race : Black 13.6% 13.6%
Race : Hispanic 15.2% 15.2%
Race : Asian or Pacific Islander 12.1% 15.2%
Race : Native American 12.1% 15.2%
Race : Other 15.2% 13.6%
Race : Race missing, unknown 15.2% 12.1%
Race : White 12.1% 12.1%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 360 270 230 160 150 140
Sex : Male 50.0% 48.1% 47.8% 56.3% 53.3% 57.1%
Sex : Female 50.0% 48.1% 47.8% 43.8% 40.0% 42.9%
Source : Routine, birth, etc 16.7% 18.5% 13.0% 12.5% 13.3% 14.3%
Source : Another hospital 13.9% 14.8% 13.0% 18.8% 0% 14.3%
Source : Another health facility including LTC 16.7% 14.8% 13.0% 12.5% 20.0% 14.3%
Source : Emergency department 16.7% 14.8% 13.0% 12.5% 13.3% 14.3%
Source : Unknown 16.7% 11.1% 17.4% 12.5% 20.0% 14.3%
Source : Court/Law enforcement 13.9% 18.5% 17.4% 18.8% 0% 21.4%
Disposition : Routine 25.0% 29.6% 26.1% 31.3% 33.3% 35.7%
Disposition : Transfer to short-term hospital 5.6% 0% 8.7% 0% 0% 0%
Disposition : Died in hospital 27.8% 33.3% 26.1% 31.3% 26.7% 28.6%
Disposition : Home Health Care 11.1% 7.4% 8.7% 0% 0% 0%
Disposition : Transfer other SNF, ICF, etc. 22.2% 14.8% 13.0% 12.5% 0% 14.3%
Payer : Medicare 13.9% 14.8% 13.0% 12.5% 13.3% 14.3%
Payer : Medicaid 13.9% 11.1% 8.7% 12.5% 0% 0%
Payer : Private insurance 13.9% 7.4% 8.7% 12.5% 0% 14.3%
Payer : Self-pay 11.1% 14.8% 13.0% 12.5% 0% 0%
Payer : Other payer 13.9% 14.8% 13.0% 12.5% 20.0% 0%
Payer : Unknown payer 13.9% 11.1% 21.7% 12.5% 13.3% 14.3%
Payer : No charge 13.9% 14.8% 8.7% 18.8% 13.3% 0%
Race : White 11.1% 7.4% 8.7% 12.5% 0% 14.3%
Race : Black 8.3% 14.8% 13.0% 12.5% 13.3% 14.3%
Race : Hispanic 16.7% 14.8% 8.7% 12.5% 13.3% 0%
Race : Asian or Pacific Islander 13.9% 11.1% 13.0% 18.8% 13.3% 0%
Race : Native American 13.9% 11.1% 13.0% 0% 20.0% 0%
Race : Other 13.9% 14.8% 17.4% 0% 0% 14.3%
Race : Race missing, unknown 13.9% 14.8% 13.0% 12.5% 13.3% 0%
Age Distribution
Age Count
20 - 39 50
40 - 59 190
60 - 79 550
80 - 99 520
Mean age First quartile Median Third quartile
73.37 years 64 years 75 years 86 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 280 600 350
Sex : Male 57.1% 51.7% 40.0%
Sex : Female 39.3% 48.3% 57.1%
Source : Routine, birth, etc 14.3% 16.7% 17.1%
Source : Another hospital 14.3% 16.7% 11.4%
Source : Another health facility including LTC 14.3% 16.7% 17.1%
Source : Emergency department 14.3% 13.3% 17.1%
Source : Unknown 17.9% 18.3% 11.4%
Source : Court/Law enforcement 14.3% 16.7% 22.9%
Disposition : Routine 46.4% 28.3% 8.6%
Disposition : Transfer to short-term hospital 0% 8.3% 5.7%
Disposition : Home Health Care 0% 11.7% 11.4%
Disposition : Died in hospital 25.0% 30.0% 40.0%
Disposition : Transfer other SNF, ICF, etc. 10.7% 15.0% 28.6%
Payer : Medicare 10.7% 18.3% 14.3%
Payer : Medicaid 10.7% 11.7% 11.4%
Payer : Private insurance 10.7% 13.3% 11.4%
Payer : Self-pay 14.3% 11.7% 14.3%
Payer : Other payer 14.3% 13.3% 14.3%
Payer : Unknown payer 14.3% 15.0% 14.3%
Payer : No charge 14.3% 15.0% 11.4%
Race : White 10.7% 10.0% 14.3%
Race : Black 10.7% 13.3% 14.3%
Race : Hispanic 14.3% 16.7% 8.6%
Race : Asian or Pacific Islander 14.3% 13.3% 14.3%
Race : Native American 14.3% 11.7% 14.3%
Race : Other 14.3% 15.0% 14.3%
Race : Race missing, unknown 14.3% 13.3% 14.3%
Procedure Distribution
Procedure Code Description Count
P3891 Arterial catheterization 60
P8856 Coronary arteriography using two catheters 20
P8703 Computerized axial tomography of head 20
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 20
P9604 Insertion of endotracheal tube 1330
P8872 Diagnostic ultrasound of heart 60
P3324 Closed [endoscopic] biopsy of bronchus 50
P9960 Cardiopulmonary resuscitation, not otherwise specified 110
P5794 Insertion of indwelling urinary catheter 20
P0331 Spinal tap 20
P9904 Transfusion of packed cells 90
P3893 Venous catheterization, not elsewhere classified 280
P3995 Hemodialysis 30
P3491 Thoracentesis 20
P9396 Other oxygen enrichment 40
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 1330
P9604_2 Insertion of endotracheal tube 2nd 20
P9390 Non-invasive mechanical ventilation 100
P9907 Transfusion of other serum 30
DRG Distribution
DRG Code Description Count
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 1290
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D4148 Other specified forms of chronic ischemic heart disease 0 0 20
D5119 Unspecified pleural effusion 0 0 20
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 120
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0 0 20
D42789 Other specified cardiac dysrhythmias 0 0 40
D496 Chronic airway obstruction, not elsewhere classified 0 0 60
D4168 Other chronic pulmonary heart diseases 0 0 20
D5180 Pulmonary collapse 0 0 20
D486 Pneumonia, organism unspecified 0 0 160
D311 Depressive disorder, not elsewhere classified 0 0 20
D2761 Hyposmolality and/or hyponatremia 0 0 50
D4280 Congestive heart failure, unspecified 0 0 220
D5849 Acute kidney failure, unspecified 0 0 80
DV5861 Long-term (current) use of anticoagulants 0 0 20
D49322 Chronic obstructive asthma with (acute) exacerbation 0 0 30
D2875 Thrombocytopenia, unspecified 0 0 20
D41071 Subendocardial infarction, initial episode of care 0 0 40
D2449 Unspecified acquired hypothyroidism 0 0 50
DV667 Encounter for palliative care 0 0 30
D78039 Other convulsions 0 0 20
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0 0 130
D42731 Atrial fibrillation 0 0 120
D99592 Severe sepsis 0 0 20
D4589 Hypotension, unspecified 0 0 50
D51881 Acute respiratory failure 1330 0 640
D78551 Cardiogenic shock 0 0 20
DV462 Other dependence on machines, supplemental oxygen 0 0 20
D4254 Other primary cardiomyopathies 0 0 40
D2767 Hyperpotassemia 0 0 40
D3051 Tobacco use disorder 0 0 110
D2762 Acidosis 0 0 90
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 70
D2948 Other persistent mental disorders due to conditions classified elsewhere 0 0 20
DV4581 Aortocoronary bypass status 0 0 30
D2768 Hypopotassemia 0 0 70
D41401 Coronary atherosclerosis of native coronary artery 0 0 80
D41400 Coronary atherosclerosis of unspecified type of vessel, native or graft 0 0 20
D28860 Leukocytosis, unspecified 0 0 20
DV1582 Personal history of tobacco use 0 0 90
D2724 Other and unspecified hyperlipidemia 0 0 70
D4019 Unspecified essential hypertension 0 0 230
D5990 Urinary tract infection, site not specified 0 0 50
D29410 Dementia in conditions classified elsewhere without behavioral disturbance 0 0 20
DV1581 Personal history of noncompliance with medical treatment, presenting hazards to health 0 0 20
D4275 Cardiac arrest 0 0 50
D49391 Asthma, unspecified type, with status asthmaticus 0 0 20
D3481 Anoxic brain damage 0 0 50
D2859 Anemia, unspecified 0 0 80
D5859 Chronic kidney disease, unspecified 0 0 30
D79029 Other abnormal glucose 0 0 30
D78001 Coma 0 0 20
D27651 Dehydration 0 0 30
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 40
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
D0389 Unspecified septicemia 0 0 30
D412 Old myocardial infarction 0 0 40
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 80
EE8490 Accident in home 90
EE8498 Accidents occurring in other specified places 20
EE8499 Accidents occurring in unspecified place 40