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)

1,410

Sex Count
Male 740
Female 660
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 7.38 days FQ: 4 days Median: 6 days TQ: 10 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: 6.91 days FQ: 4 days Median: 6 days TQ: 9 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 230
Another hospital 210
Another health facility including LTC 230
Emergency department 220
Unknown 250
Court/Law enforcement 250
Disposition Distribution
Disposition Count
Routine 620
Transfer to short-term hospital 160
Home Health Care 210
Transfer other SNF, ICF, etc. 370
Payer Distribution
Payer Count
Medicare 200
Medicaid 190
Private insurance 200
Self-pay 200
Other payer 190
Unknown payer 220
No charge 180
Race Distribution
Race Count
White 190
Black 180
Hispanic 210
Asian or Pacific Islander 200
Native American 180
Other 210
Race missing, unknown 200
State variation
S1 S2
Count 700 700
Sex : Male 51.4% 52.9%
Sex : Female 47.1% 45.7%
Source : Routine, birth, etc 15.7% 15.7%
Source : Another hospital 17.1% 12.9%
Source : Another health facility including LTC 17.1% 15.7%
Source : Emergency department 12.9% 17.1%
Source : Unknown 17.1% 18.6%
Source : Court/Law enforcement 17.1% 17.1%
Disposition : Routine 44.3% 42.9%
Disposition : Transfer to short-term hospital 11.4% 11.4%
Disposition : Home Health Care 14.3% 15.7%
Disposition : Transfer other SNF, ICF, etc. 25.7% 27.1%
Payer : Medicare 14.3% 14.3%
Payer : Medicaid 12.9% 12.9%
Payer : Private insurance 12.9% 15.7%
Payer : Self-pay 15.7% 11.4%
Payer : Other payer 12.9% 12.9%
Payer : Unknown payer 14.3% 17.1%
Payer : No charge 12.9% 11.4%
Race : White 15.7% 11.4%
Race : Black 11.4% 14.3%
Race : Hispanic 14.3% 15.7%
Race : Asian or Pacific Islander 12.9% 14.3%
Race : Native American 12.9% 12.9%
Race : Other 15.7% 14.3%
Race : Race missing, unknown 14.3% 14.3%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 350 260 240 180 170 180
Sex : Male 48.6% 53.8% 54.2% 55.6% 52.9% 50.0%
Sex : Female 48.6% 46.2% 45.8% 44.4% 47.1% 44.4%
Source : Routine, birth, etc 14.3% 19.2% 12.5% 11.1% 17.6% 16.7%
Source : Another hospital 14.3% 15.4% 12.5% 16.7% 11.8% 11.1%
Source : Another health facility including LTC 14.3% 15.4% 12.5% 11.1% 17.6% 16.7%
Source : Emergency department 17.1% 15.4% 12.5% 11.1% 11.8% 11.1%
Source : Unknown 17.1% 15.4% 20.8% 11.1% 17.6% 11.1%
Source : Court/Law enforcement 14.3% 15.4% 20.8% 16.7% 11.8% 16.7%
Disposition : Routine 37.1% 46.2% 41.7% 44.4% 47.1% 44.4%
Disposition : Transfer to short-term hospital 8.6% 7.7% 12.5% 0% 0% 11.1%
Disposition : Transfer other SNF, ICF, etc. 37.1% 23.1% 20.8% 22.2% 23.5% 22.2%
Disposition : Home Health Care 11.4% 15.4% 12.5% 16.7% 11.8% 11.1%
Payer : Medicare 14.3% 15.4% 12.5% 11.1% 11.8% 16.7%
Payer : Medicaid 14.3% 15.4% 8.3% 11.1% 11.8% 11.1%
Payer : Private insurance 14.3% 11.5% 12.5% 16.7% 11.8% 11.1%
Payer : Self-pay 11.4% 15.4% 16.7% 11.1% 11.8% 11.1%
Payer : Other payer 11.4% 11.5% 12.5% 11.1% 11.8% 11.1%
Payer : Unknown payer 14.3% 11.5% 20.8% 11.1% 11.8% 16.7%
Payer : No charge 14.3% 11.5% 8.3% 16.7% 11.8% 0%
Race : White 11.4% 15.4% 12.5% 11.1% 0% 16.7%
Race : Black 11.4% 11.5% 12.5% 11.1% 11.8% 11.1%
Race : Hispanic 17.1% 11.5% 12.5% 16.7% 11.8% 0%
Race : Asian or Pacific Islander 14.3% 7.7% 12.5% 16.7% 17.6% 11.1%
Race : Native American 11.4% 11.5% 12.5% 0% 11.8% 11.1%
Race : Other 11.4% 15.4% 16.7% 11.1% 11.8% 16.7%
Race : Race missing, unknown 14.3% 15.4% 12.5% 11.1% 11.8% 11.1%
Age Distribution
Age Count
20 - 39 80
40 - 59 210
60 - 79 600
80 - 99 500
Mean age First quartile Median Third quartile
71.38 years 62 years 73 years 84 years
45 >= Age > 20 65 >= Age > 45 85 >= Age > 65 Age > 85
Count 110 320 660 310
Sex : Male 72.7% 59.4% 50.0% 41.9%
Sex : Female 27.3% 40.6% 48.5% 58.1%
Source : Routine, birth, etc 0% 12.5% 16.7% 16.1%
Source : Another hospital 0% 15.6% 15.2% 12.9%
Source : Another health facility including LTC 0% 15.6% 15.2% 16.1%
Source : Emergency department 0% 15.6% 13.6% 12.9%
Source : Unknown 18.2% 18.8% 18.2% 16.1%
Source : Court/Law enforcement 0% 15.6% 16.7% 19.4%
Disposition : Routine 81.8% 62.5% 39.4% 19.4%
Disposition : Transfer to short-term hospital 0% 9.4% 12.1% 9.7%
Disposition : Transfer other SNF, ICF, etc. 0% 12.5% 25.8% 45.2%
Disposition : Home Health Care 0% 6.3% 18.2% 19.4%
Payer : Medicare 0% 9.4% 16.7% 12.9%
Payer : Medicaid 18.2% 12.5% 12.1% 12.9%
Payer : Private insurance 18.2% 12.5% 13.6% 12.9%
Payer : Self-pay 0% 15.6% 12.1% 16.1%
Payer : Other payer 0% 12.5% 13.6% 12.9%
Payer : Unknown payer 0% 18.8% 15.2% 16.1%
Payer : No charge 0% 12.5% 12.1% 9.7%
Race : White 0% 12.5% 12.1% 16.1%
Race : Black 0% 9.4% 12.1% 12.9%
Race : Hispanic 0% 15.6% 15.2% 12.9%
Race : Asian or Pacific Islander 0% 15.6% 15.2% 9.7%
Race : Native American 0% 12.5% 12.1% 12.9%
Race : Other 0% 12.5% 15.2% 12.9%
Race : Race missing, unknown 18.2% 12.5% 13.6% 12.9%
Procedure Distribution
Procedure Code Description Count
P3891 Arterial catheterization 50
P8856 Coronary arteriography using two catheters 20
P8703 Computerized axial tomography of head 30
P3322 Fiber-optic bronchoscopy 20
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 20
P9604 Insertion of endotracheal tube 1410
P8872 Diagnostic ultrasound of heart 80
P9960 Cardiopulmonary resuscitation, not otherwise specified 40
P5794 Insertion of indwelling urinary catheter 30
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 1350
P0331 Spinal tap 30
P8853 Angiocardiography of left heart structures 20
P9904 Transfusion of packed cells 100
P3893 Venous catheterization, not elsewhere classified 300
P3404 Insertion of intercostal catheter for drainage 30
P3995 Hemodialysis 30
P3491 Thoracentesis 20
P9396 Other oxygen enrichment 40
P8741 Computerized axial tomography of thorax 20
P3324 Closed [endoscopic] biopsy of bronchus 80
P9604_2 Insertion of endotracheal tube 2nd 20
P9390 Non-invasive mechanical ventilation 170
DRG Distribution
DRG Code Description Count
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 1410
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D4148 Other specified forms of chronic ischemic heart disease 0 0 20
D32723 Obstructive sleep apnea (adult)(pediatric) 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
D5119 Unspecified pleural effusion 0 0 20
D4168 Other chronic pulmonary heart diseases 0 0 20
D5180 Pulmonary collapse 0 0 20
D3051 Tobacco use disorder 0 0 140
D311 Depressive disorder, not elsewhere classified 0 0 30
D2761 Hyposmolality and/or hyponatremia 0 0 50
D496 Chronic airway obstruction, not elsewhere classified 0 0 60
D4280 Congestive heart failure, unspecified 0 0 230
D5849 Acute kidney failure, unspecified 0 0 60
D49322 Chronic obstructive asthma with (acute) exacerbation 0 0 40
D41071 Subendocardial infarction, initial episode of care 0 0 40
D2449 Unspecified acquired hypothyroidism 0 0 50
D78039 Other convulsions 0 0 30
D49121 Obstructive chronic bronchitis with (acute) exacerbation 60 0 170
D42731 Atrial fibrillation 0 0 100
DV5861 Long-term (current) use of anticoagulants 0 0 20
D4589 Hypotension, unspecified 0 0 40
DV5867 Long-term (current) use of insulin 0 0 20
D51881 Acute respiratory failure 920 0 580
D73300 Osteoporosis, unspecified 0 0 20
D51884 Acute and chronic respiratory failure 90 0 50
D2720 Pure hypercholesterolemia 0 0 20
DV462 Other dependence on machines, supplemental oxygen 0 0 40
D4254 Other primary cardiomyopathies 0 0 40
D2767 Hyperpotassemia 0 0 30
D486 Pneumonia, organism unspecified 80 0 180
D2762 Acidosis 0 0 80
D5070 Pneumonitis due to inhalation of food or vomitus 60 0 80
D2948 Other persistent mental disorders due to conditions classified elsewhere 0 0 30
DV4581 Aortocoronary bypass status 0 0 30
D79902 Hypoxemia 0 0 30
D2768 Hypopotassemia 0 0 80
D41401 Coronary atherosclerosis of native coronary artery 0 0 70
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 0 100
D2724 Other and unspecified hyperlipidemia 0 0 100
D4019 Unspecified essential hypertension 0 0 250
D5990 Urinary tract infection, site not specified 0 0 60
DV1581 Personal history of noncompliance with medical treatment, presenting hazards to health 0 0 30
D4275 Cardiac arrest 0 0 20
D49391 Asthma, unspecified type, with status asthmaticus 0 0 20
D49390 Asthma, unspecified type, unspecified 0 0 20
D2859 Anemia, unspecified 0 0 70
D5859 Chronic kidney disease, unspecified 0 0 40
D79029 Other abnormal glucose 0 0 40
D30500 Alcohol abuse, unspecified 0 0 20
D27651 Dehydration 0 0 40
D78009 Other alteration of consciousness 0 0 20
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 40
D27800 Obesity, unspecified 0 0 40
D5939 Unspecified disorder of kidney and ureter 0 0 20
D53081 Esophageal reflux 0 0 30
D30000 Anxiety state, unspecified 0 0 20
D2639 Unspecified protein-calorie malnutrition 0 0 20
D0389 Unspecified septicemia 0 0 30
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 70
EE8497 Accidents occurring in residential institution 110
EE8490 Accident in home 100
EE8498 Accidents occurring in other specified places 20
EE8499 Accidents occurring in unspecified place 40