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)

790

Sex Count
Male 440
Female 350
In hospital
Mortality

45.57 %

Length of Stay Distribution
Mean LOS: 9.8 days FQ: 3 days Median: 7 days TQ: 12 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Venous catheterization, not elsewhere classified ( P3893 ) followed by Arterial catheterization ( P3891 )

Mean ΔT: 0.5 days FQ: 0 days Median: 0 days TQ: 0 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 130
Another hospital 120
Another health facility including LTC 140
Emergency department 140
Unknown 110
Court/Law enforcement 130
Disposition Distribution
Disposition Count
Routine 200
Transfer to short-term hospital 30
Home Health Care 60
Died in hospital 360
Transfer other SNF, ICF, etc. 110
Payer Distribution
Payer Count
Medicare 110
Medicaid 90
Private insurance 90
Self-pay 120
Other payer 120
Unknown payer 120
No charge 120
Race Distribution
Race Count
White 120
Black 110
Hispanic 100
Asian or Pacific Islander 90
Native American 120
Other 110
Race missing, unknown 110
State variation
S1 S2
Count 430 360
Sex : Male 53.5% 55.6%
Sex : Female 44.2% 44.4%
Source : Routine, birth, etc 16.3% 16.7%
Source : Another hospital 11.6% 16.7%
Source : Another health facility including LTC 16.3% 19.4%
Source : Emergency department 18.6% 16.7%
Source : Unknown 14.0% 13.9%
Source : Court/Law enforcement 18.6% 13.9%
Disposition : Routine 23.3% 27.8%
Disposition : Home Health Care 7.0% 8.3%
Disposition : Died in hospital 48.8% 41.7%
Disposition : Transfer other SNF, ICF, etc. 14.0% 13.9%
Payer : Medicare 14.0% 11.1%
Payer : Medicaid 11.6% 8.3%
Payer : Private insurance 11.6% 11.1%
Payer : Self-pay 14.0% 13.9%
Payer : Other payer 14.0% 16.7%
Payer : Unknown payer 14.0% 13.9%
Payer : No charge 14.0% 13.9%
Race : White 14.0% 16.7%
Race : Black 14.0% 13.9%
Race : Hispanic 14.0% 11.1%
Race : Asian or Pacific Islander 11.6% 11.1%
Race : Native American 14.0% 13.9%
Race : Other 14.0% 13.9%
Race : Race missing, unknown 14.0% 11.1%
Yearly variation
2006 2007 2008 2009 2010
Count 160 120 140 130 120
Sex : Male 56.3% 50.0% 57.1% 46.2% 58.3%
Sex : Female 37.5% 50.0% 42.9% 46.2% 41.7%
Source : Another health facility including LTC 18.8% 16.7% 14.3% 0% 16.7%
Source : Emergency department 12.5% 0% 14.3% 15.4% 16.7%
Source : Unknown 18.8% 0% 0% 0% 0%
Source : Court/Law enforcement 12.5% 16.7% 14.3% 15.4% 0%
Source : Routine, birth, etc 12.5% 0% 14.3% 15.4% 0%
Disposition : Routine 18.8% 16.7% 21.4% 30.8% 25.0%
Disposition : Died in hospital 50.0% 50.0% 50.0% 38.5% 33.3%
Disposition : Transfer other SNF, ICF, etc. 18.8% 0% 0% 0% 0%
Payer : Private insurance 12.5% 0% 0% 0% 0%
Payer : Self-pay 12.5% 16.7% 14.3% 0% 0%
Payer : Other payer 12.5% 0% 14.3% 0% 0%
Payer : Unknown payer 18.8% 0% 0% 15.4% 0%
Payer : No charge 12.5% 0% 21.4% 0% 0%
Race : Black 12.5% 0% 0% 15.4% 0%
Race : Hispanic 12.5% 0% 14.3% 0% 0%
Race : Native American 12.5% 0% 14.3% 0% 0%
Race : Other 12.5% 0% 14.3% 0% 0%
Race : Race missing, unknown 12.5% 0% 14.3% 0% 0%
Source : Another hospital 0% 16.7% 0% 15.4% 16.7%
Race : White 0% 16.7% 14.3% 0% 16.7%
Payer : Medicare 0% 0% 0% 15.4% 16.7%
Age Distribution
Age Count
20 - 39 50
40 - 59 190
60 - 79 300
80 - 99 230
Mean age First quartile Median Third quartile
68.04 years 56 years 69 years 82 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 240 300 150
Sex : Male 58.3% 53.3% 46.7%
Sex : Female 37.5% 46.7% 53.3%
Source : Another hospital 12.5% 13.3% 13.3%
Source : Another health facility including LTC 16.7% 20.0% 13.3%
Source : Emergency department 16.7% 16.7% 13.3%
Source : Unknown 16.7% 13.3% 13.3%
Source : Court/Law enforcement 16.7% 16.7% 13.3%
Source : Routine, birth, etc 12.5% 16.7% 20.0%
Disposition : Routine 33.3% 23.3% 0%
Disposition : Home Health Care 8.3% 6.7% 0%
Disposition : Died in hospital 41.7% 43.3% 60.0%
Disposition : Transfer other SNF, ICF, etc. 8.3% 16.7% 13.3%
Payer : Medicare 12.5% 10.0% 13.3%
Payer : Medicaid 12.5% 13.3% 0%
Payer : Private insurance 12.5% 10.0% 0%
Payer : Self-pay 12.5% 13.3% 13.3%
Payer : Other payer 16.7% 16.7% 0%
Payer : Unknown payer 12.5% 16.7% 13.3%
Payer : No charge 12.5% 13.3% 13.3%
Race : White 12.5% 16.7% 0%
Race : Black 12.5% 13.3% 0%
Race : Hispanic 12.5% 13.3% 13.3%
Race : Asian or Pacific Islander 12.5% 10.0% 0%
Race : Native American 16.7% 13.3% 13.3%
Race : Other 12.5% 13.3% 13.3%
Race : Race missing, unknown 12.5% 13.3% 13.3%
Procedure Distribution
Procedure Code Description Count
P3891 Arterial catheterization 790
P9604 Insertion of endotracheal tube 330
P8872 Diagnostic ultrasound of heart 20
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 110
P9960 Cardiopulmonary resuscitation, not otherwise specified 50
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 270
P3893_2 Venous catheterization, not elsewhere classified 2nd 40
P9904 Transfusion of packed cells 100
P3893 Venous catheterization, not elsewhere classified 790
P9905 Transfusion of platelets 20
P3995 Hemodialysis 30
P3895 Venous catheterization for renal dialysis 30
P3324 Closed [endoscopic] biopsy of bronchus 30
P9390 Non-invasive mechanical ventilation 30
P9907 Transfusion of other serum 40
DRG Distribution
DRG Code Description Count
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 40
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 120
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 70
DG575 DRG V24 : SEPTICEMIA W MV 96+ HOURS AGE >17 30
DG14 DRG V24 : INTRACRANIAL HEMORRHAGE OR CEREBRAL INFARCTION 40
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D496 Chronic airway obstruction, not elsewhere classified 0 0 20
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 50
D42789 Other specified cardiac dysrhythmias 0 0 30
D78552 Septic shock 0 0 60
D4019 Unspecified essential hypertension 0 0 100
D3051 Tobacco use disorder 0 0 30
D311 Depressive disorder, not elsewhere classified 0 0 20
D4280 Congestive heart failure, unspecified 0 0 50
D5849 Acute kidney failure, unspecified 0 0 80
D2875 Thrombocytopenia, unspecified 0 0 20
D41071 Subendocardial infarction, initial episode of care 0 0 20
D2449 Unspecified acquired hypothyroidism 0 0 20
D2761 Hyposmolality and/or hyponatremia 0 0 30
D99592 Severe sepsis 0 0 80
D4589 Hypotension, unspecified 0 0 30
D51881 Acute respiratory failure 70 0 140
D42731 Atrial fibrillation 0 0 70
D2767 Hyperpotassemia 0 0 20
D486 Pneumonia, organism unspecified 0 0 40
D2762 Acidosis 0 0 60
D2760 Hyperosmolality and/or hypernatremia 0 0 20
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 30
D2768 Hypopotassemia 0 0 40
D41401 Coronary atherosclerosis of native coronary artery 0 0 40
DV1582 Personal history of tobacco use 0 0 30
D2724 Other and unspecified hyperlipidemia 0 0 50
D5180 Pulmonary collapse 0 0 20
D5990 Urinary tract infection, site not specified 0 0 30
D4275 Cardiac arrest 0 0 30
D3481 Anoxic brain damage 0 0 20
D2859 Anemia, unspecified 0 0 50
D570 Acute and subacute necrosis of liver 0 0 20
D431 Intracerebral hemorrhage 20 0 20
D430 Subarachnoid hemorrhage 20 0 0
D27800 Obesity, unspecified 0 0 20
D27651 Dehydration 0 0 30
D0389 Unspecified septicemia 110 0 60
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 80
EE8490 Accident in home 70
EE8499 Accidents occurring in unspecified place 20