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)

1,380

Sex Count
Male 790
Female 590
In hospital
Mortality

82.61 %

Length of Stay Distribution
Mean LOS: 5.98 days FQ: 1 days Median: 3 days TQ: 7 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Cardiopulmonary resuscitation, not otherwise specified ( P9960 ) followed by Insertion of endotracheal tube ( P9604 )

Mean ΔT: 0.07 days FQ: 0 days Median: 0 days TQ: 0 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 240
Another hospital 230
Another health facility including LTC 230
Emergency department 220
Unknown 210
Court/Law enforcement 230
Disposition Distribution
Disposition Count
Routine 70
Transfer to short-term hospital 50
Home Health Care 20
Died in hospital 1140
Transfer other SNF, ICF, etc. 80
Payer Distribution
Payer Count
Medicare 210
Medicaid 180
Private insurance 170
Self-pay 220
Other payer 190
Unknown payer 210
No charge 180
Race Distribution
Race Count
White 190
Black 190
Hispanic 190
Asian or Pacific Islander 190
Native American 180
Other 200
Race missing, unknown 210
State variation
S1 S2
Count 670 710
Sex : Male 55.2% 57.7%
Sex : Female 43.3% 42.3%
Source : Routine, birth, etc 16.4% 18.3%
Source : Another hospital 16.4% 16.9%
Source : Another health facility including LTC 16.4% 16.9%
Source : Emergency department 16.4% 15.5%
Source : Unknown 14.9% 15.5%
Source : Court/Law enforcement 16.4% 15.5%
Disposition : Routine 3.0% 5.6%
Disposition : Transfer to short-term hospital 3.0% 2.8%
Disposition : Died in hospital 83.6% 80.3%
Disposition : Transfer other SNF, ICF, etc. 6.0% 4.2%
Payer : Medicare 16.4% 12.7%
Payer : Medicaid 11.9% 14.1%
Payer : Private insurance 11.9% 12.7%
Payer : Self-pay 13.4% 16.9%
Payer : Other payer 11.9% 14.1%
Payer : Unknown payer 16.4% 14.1%
Payer : No charge 13.4% 11.3%
Race : White 11.9% 15.5%
Race : Black 13.4% 14.1%
Race : Hispanic 14.9% 12.7%
Race : Asian or Pacific Islander 13.4% 14.1%
Race : Native American 11.9% 14.1%
Race : Other 16.4% 12.7%
Race : Race missing, unknown 14.9% 15.5%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 300 290 240 190 170 160
Sex : Male 50.0% 55.2% 58.3% 57.9% 58.8% 62.5%
Sex : Female 46.7% 44.8% 41.7% 36.8% 35.3% 37.5%
Source : Routine, birth, etc 16.7% 17.2% 12.5% 15.8% 17.6% 18.8%
Source : Another hospital 13.3% 13.8% 12.5% 21.1% 17.6% 12.5%
Source : Another health facility including LTC 13.3% 17.2% 16.7% 15.8% 17.6% 12.5%
Source : Emergency department 16.7% 17.2% 16.7% 10.5% 11.8% 12.5%
Source : Unknown 16.7% 13.8% 12.5% 10.5% 17.6% 12.5%
Source : Court/Law enforcement 16.7% 17.2% 16.7% 15.8% 11.8% 18.8%
Disposition : Died in hospital 83.3% 86.2% 87.5% 84.2% 76.5% 75.0%
Payer : Medicare 13.3% 10.3% 12.5% 15.8% 17.6% 12.5%
Payer : Medicaid 10.0% 10.3% 8.3% 15.8% 11.8% 12.5%
Payer : Private insurance 13.3% 10.3% 12.5% 10.5% 11.8% 0%
Payer : Self-pay 13.3% 17.2% 16.7% 10.5% 11.8% 18.8%
Payer : Other payer 13.3% 10.3% 12.5% 10.5% 11.8% 0%
Payer : Unknown payer 13.3% 17.2% 12.5% 10.5% 0% 12.5%
Payer : No charge 10.0% 13.8% 12.5% 0% 11.8% 12.5%
Race : White 13.3% 13.8% 12.5% 15.8% 0% 0%
Race : Black 13.3% 13.8% 12.5% 15.8% 11.8% 12.5%
Race : Hispanic 13.3% 13.8% 12.5% 10.5% 11.8% 12.5%
Race : Asian or Pacific Islander 10.0% 13.8% 12.5% 10.5% 17.6% 12.5%
Race : Native American 10.0% 13.8% 12.5% 15.8% 11.8% 0%
Race : Other 16.7% 13.8% 12.5% 10.5% 11.8% 12.5%
Race : Race missing, unknown 16.7% 10.3% 16.7% 15.8% 11.8% 12.5%
Age Distribution
Age Count
20 - 39 50
100 - 119 20
40 - 59 210
60 - 79 510
80 - 99 570
Mean age First quartile Median Third quartile
73.76 years 63 years 77 years 87 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 300 590 380
Sex : Male 63.3% 55.9% 55.3%
Sex : Female 36.7% 44.1% 44.7%
Source : Routine, birth, etc 16.7% 16.9% 18.4%
Source : Another hospital 16.7% 15.3% 15.8%
Source : Another health facility including LTC 13.3% 16.9% 18.4%
Source : Emergency department 16.7% 15.3% 13.2%
Source : Unknown 13.3% 15.3% 13.2%
Source : Court/Law enforcement 20.0% 15.3% 15.8%
Disposition : Routine 6.7% 5.1% 0%
Disposition : Died in hospital 80.0% 83.1% 86.8%
Disposition : Transfer other SNF, ICF, etc. 0% 5.1% 7.9%
Payer : Medicare 13.3% 15.3% 15.8%
Payer : Medicaid 10.0% 13.6% 10.5%
Payer : Private insurance 10.0% 11.9% 13.2%
Payer : Other payer 16.7% 11.9% 13.2%
Payer : Unknown payer 16.7% 15.3% 15.8%
Payer : No charge 10.0% 11.9% 13.2%
Payer : Self-pay 16.7% 15.3% 13.2%
Race : White 13.3% 13.6% 15.8%
Race : Black 13.3% 11.9% 13.2%
Race : Hispanic 13.3% 13.6% 13.2%
Race : Asian or Pacific Islander 13.3% 13.6% 13.2%
Race : Native American 10.0% 15.3% 10.5%
Race : Other 13.3% 16.9% 10.5%
Race : Race missing, unknown 13.3% 13.6% 18.4%
Procedure Distribution
Procedure Code Description Count
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 720
P9962 Other electric countershock of heart 90
P9604 Insertion of endotracheal tube 1380
P0017 Infusion of vasopressor agent 30
P8872 Diagnostic ultrasound of heart 30
P3891 Arterial catheterization 70
P9960_2 Cardiopulmonary resuscitation, not otherwise specified 2nd 40
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 150
P9960 Cardiopulmonary resuscitation, not otherwise specified 1380
P9904 Transfusion of packed cells 180
P3895 Venous catheterization for renal dialysis 30
P3893 Venous catheterization, not elsewhere classified 360
P3995 Hemodialysis 60
P9396 Other oxygen enrichment 30
P3324 Closed [endoscopic] biopsy of bronchus 20
P9390 Non-invasive mechanical ventilation 40
P9907 Transfusion of other serum 70
DRG Distribution
DRG Code Description Count
DG127 DRG V24 : HEART FAILURE & SHOCK 40
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 60
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 210
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 190
DG123 DRG V24 : CIRCULATORY DISORDERS W AMI, EXPIRED 100
DG138 DRG V24 : CARDIAC ARRHYTHMIA & CONDUCTION DISORDERS W CC 30
DG575 DRG V24 : SEPTICEMIA W MV 96+ HOURS AGE >17 30
DG316 DRG V24 : RENAL FAILURE 20
DG14 DRG V24 : INTRACRANIAL HEMORRHAGE OR CEREBRAL INFARCTION 30
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 0 110
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0 0 30
D42789 Other specified cardiac dysrhythmias 0 0 60
D496 Chronic airway obstruction, not elsewhere classified 0 0 50
D78552 Septic shock 0 0 60
D78551 Cardiogenic shock 0 0 40
D5845 Acute kidney failure with lesion of tubular necrosis 0 0 30
D486 Pneumonia, organism unspecified 50 0 110
D5859 Chronic kidney disease, unspecified 0 0 50
D2761 Hyposmolality and/or hyponatremia 0 0 40
D4280 Congestive heart failure, unspecified 40 0 160
D5849 Acute kidney failure, unspecified 20 0 150
D41519 Other pulmonary embolism and infarction 20 0 30
D2875 Thrombocytopenia, unspecified 0 0 30
D41071 Subendocardial infarction, initial episode of care 50 0 40
D2449 Unspecified acquired hypothyroidism 0 0 40
DV667 Encounter for palliative care 0 0 20
D78039 Other convulsions 0 0 30
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0 0 30
D4271 Paroxysmal ventricular tachycardia 0 0 50
D41091 Acute myocardial infarction of unspecified site, initial episode of care 20 0 30
D99592 Severe sepsis 0 0 100
D4589 Hypotension, unspecified 0 0 40
D99591 Sepsis 0 0 20
D51881 Acute respiratory failure 140 0 270
D9971 Cardiac complications, not elsewhere classified 0 0 20
D2720 Pure hypercholesterolemia 0 0 20
D42731 Atrial fibrillation 0 0 110
D4254 Other primary cardiomyopathies 0 0 40
D2767 Hyperpotassemia 0 0 50
D3051 Tobacco use disorder 0 0 60
D2762 Acidosis 0 0 90
D5070 Pneumonitis due to inhalation of food or vomitus 20 0 50
D2948 Other persistent mental disorders due to conditions classified elsewhere 0 0 20
DV4581 Aortocoronary bypass status 0 0 30
D79902 Hypoxemia 0 0 20
D2768 Hypopotassemia 0 0 40
DV4582 Percutaneous transluminal coronary angioplasty status 0 0 20
D41401 Coronary atherosclerosis of native coronary artery 0 0 100
D41400 Coronary atherosclerosis of unspecified type of vessel, native or graft 0 0 20
DV1582 Personal history of tobacco use 0 0 50
D2724 Other and unspecified hyperlipidemia 0 0 80
D4019 Unspecified essential hypertension 0 0 200
D5990 Urinary tract infection, site not specified 0 0 60
D4275 Cardiac arrest 20 0 260
D3481 Anoxic brain damage 0 0 70
D2859 Anemia, unspecified 0 0 80
D570 Acute and subacute necrosis of liver 0 0 20
D78001 Coma 0 0 30
D27651 Dehydration 0 0 60
D42741 Ventricular fibrillation 0 0 60
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 50
D40391 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage V or end stage renal disease 0 0 30
D27801 Morbid obesity 0 0 20
D27800 Obesity, unspecified 0 0 30
D5939 Unspecified disorder of kidney and ureter 0 0 20
D53081 Esophageal reflux 0 0 20
D5789 Hemorrhage of gastrointestinal tract, unspecified 0 0 20
D2639 Unspecified protein-calorie malnutrition 0 0 20
D0389 Unspecified septicemia 210 0 100
D412 Old myocardial infarction 0 0 30
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 130
EE8889 Unspecified fall 30
EE9342 Anticoagulants causing adverse effects in therapeutic use 20
EE8490 Accident in home 100
EE8859 Fall from other slipping, tripping, or stumbling 20
EE8499 Accidents occurring in unspecified place 40