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)

1,630

Sex Count
Male 940
Female 680
In hospital
Mortality

84.05 %

Length of Stay Distribution
Mean LOS: 6.42 days FQ: 1 days Median: 3 days TQ: 8 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

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

Mean ΔT: 0.97 days FQ: 0 days Median: 0 days TQ: 0 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 270
Another hospital 260
Another health facility including LTC 290
Emergency department 260
Unknown 260
Court/Law enforcement 270
Disposition Distribution
Disposition Count
Routine 70
Transfer to short-term hospital 50
Home Health Care 20
Died in hospital 1370
Transfer other SNF, ICF, etc. 90
Payer Distribution
Payer Count
Medicare 230
Medicaid 220
Private insurance 200
Self-pay 260
Other payer 230
Unknown payer 260
No charge 210
Race Distribution
Race Count
White 230
Black 230
Hispanic 230
Asian or Pacific Islander 220
Native American 200
Other 240
Race missing, unknown 250
State variation
S1 S2
Count 800 830
Sex : Male 57.5% 57.8%
Sex : Female 42.5% 41.0%
Source : Routine, birth, etc 15.0% 16.9%
Source : Another hospital 15.0% 15.7%
Source : Another health facility including LTC 16.3% 18.1%
Source : Emergency department 16.3% 15.7%
Source : Unknown 16.3% 14.5%
Source : Court/Law enforcement 16.3% 15.7%
Disposition : Routine 2.5% 4.8%
Disposition : Transfer to short-term hospital 2.5% 2.4%
Disposition : Died in hospital 85.0% 81.9%
Disposition : Transfer other SNF, ICF, etc. 5.0% 4.8%
Payer : Medicare 15.0% 13.3%
Payer : Medicaid 12.5% 13.3%
Payer : Private insurance 12.5% 10.8%
Payer : Self-pay 12.5% 18.1%
Payer : Other payer 12.5% 14.5%
Payer : Unknown payer 17.5% 14.5%
Payer : No charge 12.5% 12.0%
Race : White 12.5% 15.7%
Race : Black 13.8% 13.3%
Race : Hispanic 15.0% 12.0%
Race : Asian or Pacific Islander 13.8% 13.3%
Race : Native American 12.5% 12.0%
Race : Other 16.3% 13.3%
Race : Race missing, unknown 13.8% 15.7%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 360 350 290 230 190 180
Sex : Male 52.8% 57.1% 55.2% 60.9% 63.2% 61.1%
Sex : Female 44.4% 42.9% 41.4% 39.1% 36.8% 38.9%
Source : Routine, birth, etc 16.7% 17.1% 17.2% 13.0% 15.8% 16.7%
Source : Another hospital 13.9% 11.4% 13.8% 17.4% 21.1% 16.7%
Source : Another health facility including LTC 16.7% 17.1% 17.2% 13.0% 15.8% 11.1%
Source : Emergency department 13.9% 17.1% 17.2% 13.0% 10.5% 16.7%
Source : Unknown 16.7% 14.3% 13.8% 17.4% 15.8% 11.1%
Source : Court/Law enforcement 16.7% 14.3% 13.8% 13.0% 15.8% 16.7%
Disposition : Died in hospital 83.3% 85.7% 86.2% 87.0% 78.9% 83.3%
Disposition : Transfer other SNF, ICF, etc. 5.6% 0% 0% 0% 0% 0%
Payer : Medicare 13.9% 11.4% 13.8% 13.0% 15.8% 11.1%
Payer : Medicaid 11.1% 11.4% 10.3% 17.4% 10.5% 11.1%
Payer : Private insurance 11.1% 11.4% 13.8% 13.0% 10.5% 0%
Payer : Self-pay 16.7% 14.3% 17.2% 13.0% 10.5% 16.7%
Payer : Other payer 13.9% 11.4% 10.3% 17.4% 10.5% 11.1%
Payer : Unknown payer 16.7% 17.1% 13.8% 13.0% 10.5% 16.7%
Payer : No charge 11.1% 11.4% 10.3% 8.7% 15.8% 11.1%
Race : White 13.9% 14.3% 13.8% 17.4% 10.5% 0%
Race : Black 11.1% 14.3% 13.8% 13.0% 10.5% 11.1%
Race : Hispanic 11.1% 14.3% 13.8% 13.0% 10.5% 11.1%
Race : Asian or Pacific Islander 11.1% 14.3% 10.3% 8.7% 15.8% 16.7%
Race : Native American 11.1% 11.4% 13.8% 13.0% 10.5% 11.1%
Race : Other 16.7% 14.3% 10.3% 8.7% 15.8% 11.1%
Race : Race missing, unknown 16.7% 11.4% 13.8% 13.0% 10.5% 16.7%
Age Distribution
Age Count
20 - 39 70
100 - 119 20
40 - 59 250
60 - 79 620
80 - 99 650
Mean age First quartile Median Third quartile
73.2 years 63 years 76 years 86 years
45 >= Age > 20 65 >= Age > 45 85 >= Age > 65 Age > 85
Count 110 370 690 440
Sex : Male 54.5% 62.2% 58.0% 54.5%
Sex : Female 45.5% 37.8% 42.0% 45.5%
Source : Routine, birth, etc 0% 16.2% 17.4% 15.9%
Source : Another hospital 0% 16.2% 15.9% 15.9%
Source : Another health facility including LTC 0% 13.5% 18.8% 18.2%
Source : Emergency department 0% 16.2% 15.9% 15.9%
Source : Unknown 18.2% 16.2% 14.5% 15.9%
Source : Court/Law enforcement 18.2% 18.9% 15.9% 13.6%
Disposition : Routine 0% 5.4% 4.3% 0%
Disposition : Transfer to short-term hospital 0% 0% 2.9% 0%
Disposition : Died in hospital 81.8% 83.8% 84.1% 86.4%
Disposition : Transfer other SNF, ICF, etc. 0% 0% 5.8% 6.8%
Payer : Medicare 0% 10.8% 14.5% 13.6%
Payer : Medicaid 0% 10.8% 14.5% 11.4%
Payer : Private insurance 0% 10.8% 11.6% 13.6%
Payer : Self-pay 18.2% 16.2% 15.9% 11.4%
Payer : Other payer 0% 16.2% 11.6% 13.6%
Payer : Unknown payer 0% 16.2% 15.9% 15.9%
Payer : No charge 0% 10.8% 13.0% 11.4%
Race : White 0% 13.5% 14.5% 15.9%
Race : Black 18.2% 16.2% 11.6% 13.6%
Race : Hispanic 0% 13.5% 14.5% 13.6%
Race : Asian or Pacific Islander 0% 13.5% 13.0% 11.4%
Race : Native American 0% 10.8% 13.0% 11.4%
Race : Other 0% 13.5% 17.4% 11.4%
Race : Race missing, unknown 0% 13.5% 13.0% 18.2%
Procedure Distribution
Procedure Code Description Count
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 850
P9962 Other electric countershock of heart 100
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 20
P9604 Insertion of endotracheal tube 1630
P9915 Parenteral infusion of concentrated nutritional substances 20
P0017 Infusion of vasopressor agent 30
P966 Enteral infusion of concentrated nutritional substances 20
P8872 Diagnostic ultrasound of heart 40
P3891 Arterial catheterization 90
P9960_2 Cardiopulmonary resuscitation, not otherwise specified 2nd 40
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 210
P9960 Cardiopulmonary resuscitation, not otherwise specified 1630
P9904 Transfusion of packed cells 220
P3895 Venous catheterization for renal dialysis 50
P3893 Venous catheterization, not elsewhere classified 450
P3404 Insertion of intercostal catheter for drainage 20
P9905 Transfusion of platelets 20
P3995 Hemodialysis 70
P3491 Thoracentesis 20
P9396 Other oxygen enrichment 40
P3324 Closed [endoscopic] biopsy of bronchus 30
P9390 Non-invasive mechanical ventilation 50
P9907 Transfusion of other serum 80
DRG Distribution
DRG Code Description Count
DG127 DRG V24 : HEART FAILURE & SHOCK 40
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 80
DG144 DRG V24 : OTHER CIRCULATORY SYSTEM DIAGNOSES W CC 20
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 270
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 240
DG123 DRG V24 : CIRCULATORY DISORDERS W AMI, EXPIRED 110
DG316 DRG V24 : RENAL FAILURE 30
DG138 DRG V24 : CARDIAC ARRHYTHMIA & CONDUCTION DISORDERS W CC 30
DG542 DRG V24 : TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W/O MAJ O.R. 30
DG575 DRG V24 : SEPTICEMIA W MV 96+ HOURS AGE >17 50
DG14 DRG V24 : INTRACRANIAL HEMORRHAGE OR CEREBRAL INFARCTION 40
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 0 130
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0 0 30
D42789 Other specified cardiac dysrhythmias 0 0 70
D25002 Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled 0 0 20
D78552 Septic shock 0 0 90
D78551 Cardiogenic shock 0 0 50
D5856 End stage renal disease 0 0 20
D486 Pneumonia, organism unspecified 70 0 140
D311 Depressive disorder, not elsewhere classified 0 0 20
D2761 Hyposmolality and/or hyponatremia 0 0 60
D496 Chronic airway obstruction, not elsewhere classified 0 0 50
D4280 Congestive heart failure, unspecified 40 0 190
D2762 Acidosis 0 0 110
D5849 Acute kidney failure, unspecified 30 0 190
D41519 Other pulmonary embolism and infarction 20 0 30
DV5861 Long-term (current) use of anticoagulants 0 0 20
D2875 Thrombocytopenia, unspecified 0 0 30
D41071 Subendocardial infarction, initial episode of care 60 0 50
D2449 Unspecified acquired hypothyroidism 0 0 50
DV667 Encounter for palliative care 0 0 30
D78039 Other convulsions 0 0 30
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0 0 30
D4271 Paroxysmal ventricular tachycardia 0 0 60
D41091 Acute myocardial infarction of unspecified site, initial episode of care 20 0 30
D99592 Severe sepsis 0 0 150
D4589 Hypotension, unspecified 0 0 50
D99591 Sepsis 0 0 20
D570 Acute and subacute necrosis of liver 0 0 20
D4439 Peripheral vascular disease, unspecified 0 0 20
D51881 Acute respiratory failure 180 0 350
D9971 Cardiac complications, not elsewhere classified 0 0 20
DV4501 Cardiac pacemaker in situ 0 0 20
D2720 Pure hypercholesterolemia 0 0 30
D42731 Atrial fibrillation 0 0 130
D4254 Other primary cardiomyopathies 0 0 50
D2767 Hyperpotassemia 0 0 60
D3051 Tobacco use disorder 0 0 70
D5845 Acute kidney failure with lesion of tubular necrosis 0 0 40
D5070 Pneumonitis due to inhalation of food or vomitus 30 0 60
D2948 Other persistent mental disorders due to conditions classified elsewhere 0 0 20
DV4581 Aortocoronary bypass status 0 0 40
D79902 Hypoxemia 0 0 20
D2768 Hypopotassemia 0 0 60
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 30
DV1582 Personal history of tobacco use 0 0 50
D2724 Other and unspecified hyperlipidemia 0 0 90
D4019 Unspecified essential hypertension 0 0 230
D5990 Urinary tract infection, site not specified 0 0 60
D4275 Cardiac arrest 20 0 300
D3481 Anoxic brain damage 0 0 80
D2859 Anemia, unspecified 0 0 90
D5859 Chronic kidney disease, unspecified 0 0 60
D73300 Osteoporosis, unspecified 0 0 20
D78001 Coma 0 0 30
D27651 Dehydration 0 0 70
D42741 Ventricular fibrillation 0 0 70
D2869 Other and unspecified coagulation defects 0 0 20
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 60
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 40
D5939 Unspecified disorder of kidney and ureter 0 0 20
D53081 Esophageal reflux 0 0 30
D5789 Hemorrhage of gastrointestinal tract, unspecified 0 0 20
D2639 Unspecified protein-calorie malnutrition 0 0 30
D0389 Unspecified septicemia 280 0 140
D412 Old myocardial infarction 0 0 40
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 150
EE8889 Unspecified fall 30
EE9331 Antineoplastic and immunosuppressive drugs causing adverse effects in therapeutic use 20
EE9342 Anticoagulants causing adverse effects in therapeutic use 20
EE8490 Accident in home 120
EE8798 Other specified procedures as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure 20
EE8859 Fall from other slipping, tripping, or stumbling 20
EE8499 Accidents occurring in unspecified place 50