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)

930

Sex Count
Male 450
Female 470
In hospital
Mortality

36.56 %

Length of Stay Distribution
Mean LOS: 10.1 days FQ: 3 days Median: 7 days TQ: 12 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Admission all sources ( N1_a ) followed by Venous catheterization, not elsewhere classified ( P3893 )

Mean ΔT: 2.53 days FQ: 0 days Median: 1 days TQ: 3 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 170
Another hospital 150
Another health facility including LTC 150
Emergency department 140
Unknown 150
Court/Law enforcement 160
Disposition Distribution
Disposition Count
Routine 170
Transfer to short-term hospital 50
Home Health Care 100
Died in hospital 340
Transfer other SNF, ICF, etc. 250
Payer Distribution
Payer Count
Medicare 120
Medicaid 130
Private insurance 150
Self-pay 130
Other payer 120
Unknown payer 130
No charge 130
Race Distribution
Race Count
White 130
Black 110
Hispanic 130
Asian or Pacific Islander 140
Native American 130
Other 120
Race missing, unknown 140
State variation
S1 S2
Count 450 470
Sex : Male 48.9% 46.8%
Sex : Female 48.9% 51.1%
Source : Routine, birth, etc 17.8% 19.1%
Source : Another hospital 15.6% 14.9%
Source : Another health facility including LTC 15.6% 17.0%
Source : Emergency department 15.6% 12.8%
Source : Unknown 15.6% 14.9%
Source : Court/Law enforcement 17.8% 17.0%
Disposition : Routine 15.6% 19.1%
Disposition : Transfer to short-term hospital 4.4% 4.3%
Disposition : Home Health Care 11.1% 10.6%
Disposition : Died in hospital 37.8% 34.0%
Disposition : Transfer other SNF, ICF, etc. 26.7% 27.7%
Payer : Medicare 11.1% 12.8%
Payer : Private insurance 15.6% 14.9%
Payer : Self-pay 15.6% 10.6%
Payer : Other payer 11.1% 12.8%
Payer : Unknown payer 13.3% 14.9%
Payer : No charge 13.3% 12.8%
Payer : Medicaid 15.6% 12.8%
Race : White 8.9% 17.0%
Race : Black 13.3% 10.6%
Race : Hispanic 13.3% 12.8%
Race : Asian or Pacific Islander 13.3% 17.0%
Race : Native American 15.6% 12.8%
Race : Other 13.3% 10.6%
Race : Race missing, unknown 15.6% 14.9%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 150 120 160 160 180 130
Sex : Male 46.7% 50.0% 43.8% 50.0% 50.0% 46.2%
Sex : Female 46.7% 50.0% 50.0% 50.0% 50.0% 46.2%
Source : Routine, birth, etc 20.0% 16.7% 12.5% 12.5% 16.7% 15.4%
Source : Another hospital 13.3% 0% 0% 12.5% 16.7% 15.4%
Source : Another health facility including LTC 13.3% 16.7% 18.8% 12.5% 11.1% 15.4%
Source : Emergency department 13.3% 0% 12.5% 12.5% 16.7% 0%
Source : Court/Law enforcement 13.3% 25.0% 12.5% 18.8% 11.1% 0%
Source : Unknown 13.3% 0% 18.8% 12.5% 11.1% 15.4%
Disposition : Died in hospital 40.0% 41.7% 37.5% 37.5% 33.3% 23.1%
Disposition : Transfer other SNF, ICF, etc. 33.3% 25.0% 18.8% 25.0% 27.8% 23.1%
Payer : Medicare 13.3% 0% 12.5% 0% 11.1% 0%
Payer : Other payer 13.3% 0% 0% 12.5% 11.1% 15.4%
Payer : Unknown payer 13.3% 0% 0% 12.5% 11.1% 0%
Payer : No charge 13.3% 0% 12.5% 0% 11.1% 0%
Race : White 13.3% 16.7% 18.8% 12.5% 0% 15.4%
Race : Asian or Pacific Islander 13.3% 16.7% 12.5% 12.5% 16.7% 15.4%
Race : Native American 13.3% 0% 12.5% 12.5% 16.7% 0%
Race : Other 13.3% 16.7% 12.5% 0% 11.1% 0%
Race : Race missing, unknown 13.3% 0% 12.5% 12.5% 16.7% 15.4%
Payer : Medicaid 0% 16.7% 12.5% 12.5% 11.1% 0%
Payer : Private insurance 0% 16.7% 12.5% 18.8% 11.1% 15.4%
Payer : Self-pay 0% 16.7% 0% 12.5% 16.7% 0%
Disposition : Routine 0% 0% 18.8% 18.8% 22.2% 23.1%
Disposition : Home Health Care 0% 0% 12.5% 0% 0% 15.4%
Race : Hispanic 0% 0% 12.5% 12.5% 11.1% 0%
Race : Black 0% 0% 0% 12.5% 11.1% 15.4%
Age Distribution
Age Count
20 - 39 40
40 - 59 140
60 - 79 320
80 - 99 400
Mean age First quartile Median Third quartile
73.84 years 63 years 76 years 88 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 200 370 280
Sex : Male 55.0% 48.6% 42.9%
Sex : Female 45.0% 51.4% 53.6%
Source : Routine, birth, etc 20.0% 16.2% 17.9%
Source : Another hospital 15.0% 13.5% 10.7%
Source : Another health facility including LTC 15.0% 16.2% 17.9%
Source : Emergency department 10.0% 13.5% 14.3%
Source : Unknown 15.0% 16.2% 14.3%
Source : Court/Law enforcement 20.0% 18.9% 14.3%
Disposition : Routine 30.0% 16.2% 0%
Disposition : Home Health Care 15.0% 8.1% 7.1%
Disposition : Died in hospital 30.0% 35.1% 46.4%
Disposition : Transfer other SNF, ICF, etc. 15.0% 32.4% 28.6%
Payer : Medicare 10.0% 13.5% 14.3%
Payer : Medicaid 15.0% 13.5% 14.3%
Payer : Private insurance 15.0% 13.5% 14.3%
Payer : Self-pay 10.0% 13.5% 10.7%
Payer : Other payer 15.0% 13.5% 10.7%
Payer : Unknown payer 10.0% 16.2% 14.3%
Payer : No charge 10.0% 10.8% 14.3%
Race : White 10.0% 10.8% 14.3%
Race : Black 10.0% 13.5% 10.7%
Race : Asian or Pacific Islander 15.0% 13.5% 14.3%
Race : Native American 10.0% 13.5% 14.3%
Race : Other 0% 16.2% 10.7%
Race : Race missing, unknown 20.0% 13.5% 10.7%
Race : Hispanic 15.0% 13.5% 10.7%
Procedure Distribution
Procedure Code Description Count
P3891 Arterial catheterization 40
P5491 Percutaneous abdominal drainage 20
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 20
P9604 Insertion of endotracheal tube 270
P9915 Parenteral infusion of concentrated nutritional substances 30
P0017 Infusion of vasopressor agent 20
P8872 Diagnostic ultrasound of heart 30
P9921 Injection of antibiotic 20
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 130
P9960 Cardiopulmonary resuscitation, not otherwise specified 50
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 200
P0331 Spinal tap 20
P9904 Transfusion of packed cells 190
P3893 Venous catheterization, not elsewhere classified 930
P3893_2 Venous catheterization, not elsewhere classified 2nd 40
P3995 Hemodialysis 50
P9390 Non-invasive mechanical ventilation 40
P3895 Venous catheterization for renal dialysis 20
P3324 Closed [endoscopic] biopsy of bronchus 30
P4516 Esophagogastroduodenoscopy [EGD] with closed biopsy 20
P9907 Transfusion of other serum 50
DRG Distribution
DRG Code Description Count
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 630
DG578 DRG V24 : INFECTIOUS & PARASITIC DISEASES W O.R. PROCEDURE 130
DG542 DRG V24 : TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W/O MAJ O.R. 20
DG575 DRG V24 : SEPTICEMIA W MV 96+ HOURS AGE >17 120
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D496 Chronic airway obstruction, not elsewhere classified 0 0 30
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 50
D78552 Septic shock 0 0 140
D3051 Tobacco use disorder 0 0 20
D5859 Chronic kidney disease, unspecified 0 0 20
D4280 Congestive heart failure, unspecified 0 0 50
D5849 Acute kidney failure, unspecified 0 0 100
D2875 Thrombocytopenia, unspecified 0 0 20
D2859 Anemia, unspecified 0 0 40
D2449 Unspecified acquired hypothyroidism 0 0 20
DV667 Encounter for palliative care 0 0 20
D2761 Hyposmolality and/or hyponatremia 0 0 30
D99592 Severe sepsis 0 0 170
D4589 Hypotension, unspecified 0 0 20
D99591 Sepsis 0 0 120
D51881 Acute respiratory failure 0 0 120
D42731 Atrial fibrillation 0 0 40
D486 Pneumonia, organism unspecified 0 0 90
D2762 Acidosis 0 0 50
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 40
D2724 Other and unspecified hyperlipidemia 0 0 30
D41401 Coronary atherosclerosis of native coronary artery 0 0 30
DV1582 Personal history of tobacco use 0 0 20
D2768 Hypopotassemia 0 0 40
D4019 Unspecified essential hypertension 0 0 80
D5990 Urinary tract infection, site not specified 0 0 60
D27651 Dehydration 0 0 60
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 30
D70703 Pressure ulcer, lower back 0 0 20
D2639 Unspecified protein-calorie malnutrition 0 0 20
D0389 Unspecified septicemia 930 0 810
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 80
EE8490 Accident in home 50
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