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)

590

Sex Count
Male 260
Female 330
In hospital
Mortality

15.25 %

Length of Stay Distribution
Mean LOS: 18.96 days FQ: 9 days Median: 16 days TQ: 23 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Parenteral infusion of concentrated nutritional substances ( P9915 ) followed by Transfusion of packed cells ( P9904 )

Mean ΔT: 4.61 days FQ: 0 days Median: 2 days TQ: 7 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 90
Another hospital 90
Another health facility including LTC 120
Emergency department 80
Unknown 80
Court/Law enforcement 90
Disposition Distribution
Disposition Count
Routine 190
Home Health Care 130
Died in hospital 90
Transfer other SNF, ICF, etc. 150
Payer Distribution
Payer Count
Medicare 80
Medicaid 80
Private insurance 70
Self-pay 80
Other payer 90
Unknown payer 80
No charge 80
Race Distribution
Race Count
White 70
Black 90
Hispanic 80
Native American 90
Other 90
Race missing, unknown 70
Asian or Pacific Islander 70
State variation
S1 S2
Count 310 280
Sex : Male 45.2% 42.9%
Sex : Female 51.6% 57.1%
Source : Routine, birth, etc 12.9% 17.9%
Source : Another hospital 12.9% 17.9%
Source : Another health facility including LTC 22.6% 17.9%
Source : Emergency department 12.9% 14.3%
Source : Unknown 16.1% 10.7%
Source : Court/Law enforcement 16.1% 14.3%
Disposition : Routine 32.3% 28.6%
Disposition : Home Health Care 22.6% 17.9%
Disposition : Died in hospital 9.7% 17.9%
Disposition : Transfer other SNF, ICF, etc. 25.8% 21.4%
Payer : Medicare 9.7% 14.3%
Payer : Medicaid 12.9% 10.7%
Payer : Private insurance 12.9% 10.7%
Payer : Self-pay 12.9% 14.3%
Payer : Other payer 12.9% 14.3%
Payer : Unknown payer 12.9% 14.3%
Payer : No charge 12.9% 10.7%
Race : White 12.9% 10.7%
Race : Black 12.9% 14.3%
Race : Hispanic 12.9% 10.7%
Race : Native American 12.9% 14.3%
Race : Other 12.9% 14.3%
Race : Race missing, unknown 12.9% 10.7%
Race : Asian or Pacific Islander 12.9% 10.7%
Yearly variation
2006 2007
Count 140 120
Sex : Male 42.9% 41.7%
Sex : Female 57.1% 58.3%
Source : Routine, birth, etc 14.3% 16.7%
Source : Another hospital 14.3% 0%
Source : Another health facility including LTC 21.4% 16.7%
Source : Emergency department 14.3% 0%
Source : Court/Law enforcement 14.3% 0%
Disposition : Routine 28.6% 33.3%
Disposition : Home Health Care 21.4% 16.7%
Disposition : Died in hospital 14.3% 0%
Disposition : Transfer other SNF, ICF, etc. 21.4% 25.0%
Payer : Private insurance 14.3% 0%
Payer : Other payer 14.3% 0%
Payer : Unknown payer 14.3% 0%
Payer : No charge 14.3% 16.7%
Race : Black 14.3% 0%
Race : Native American 14.3% 0%
Race : Other 14.3% 0%
Race : Race missing, unknown 14.3% 0%
Payer : Medicaid 0% 16.7%
Age Distribution
Age Count
20 - 39 20
40 - 59 110
60 - 79 240
80 - 99 200
Mean age First quartile Median Third quartile
70.8 years 60 years 73 years 85 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 150 250 130
Sex : Male 33.3% 48.0% 38.5%
Sex : Female 60.0% 48.0% 61.5%
Source : Another hospital 13.3% 12.0% 15.4%
Source : Another health facility including LTC 13.3% 24.0% 23.1%
Source : Emergency department 13.3% 12.0% 15.4%
Source : Court/Law enforcement 0% 16.0% 15.4%
Disposition : Died in hospital 0% 16.0% 15.4%
Disposition : Transfer other SNF, ICF, etc. 0% 24.0% 46.2%
Disposition : Home Health Care 20.0% 24.0% 15.4%
Payer : Medicare 0% 12.0% 15.4%
Payer : Other payer 0% 12.0% 15.4%
Race : White 0% 12.0% 15.4%
Race : Hispanic 13.3% 8.0% 15.4%
Race : Native American 13.3% 12.0% 15.4%
Race : Other 13.3% 16.0% 15.4%
Source : Routine, birth, etc 20.0% 12.0% 0%
Source : Unknown 13.3% 12.0% 0%
Disposition : Routine 46.7% 32.0% 0%
Payer : Medicaid 13.3% 12.0% 0%
Payer : Private insurance 13.3% 12.0% 0%
Payer : No charge 13.3% 12.0% 0%
Payer : Self-pay 20.0% 12.0% 0%
Race : Black 13.3% 20.0% 0%
Race : Asian or Pacific Islander 13.3% 12.0% 0%
Payer : Unknown payer 0% 16.0% 0%
Race : Race missing, unknown 0% 12.0% 0%
Procedure Distribution
Procedure Code Description Count
P4525 Closed [endoscopic] biopsy of large intestine 30
P5491 Percutaneous abdominal drainage 30
P5459 Other lysis of peritoneal adhesions 30
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 20
P9604 Insertion of endotracheal tube 30
P9915 Parenteral infusion of concentrated nutritional substances 590
P9904 Transfusion of packed cells 590
P3893 Venous catheterization, not elsewhere classified 240
P9905 Transfusion of platelets 30
P9925 Injection or infusion of cancer chemotherapeutic substance 40
P4573 Open and other right hemicolectomy 20
P4516 Esophagogastroduodenoscopy [EGD] with closed biopsy 30
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 40
P9907 Transfusion of other serum 20
DRG Distribution
DRG Code Description Count
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 30
DG569 DRG V24 : MAJOR SMALL & LARGE BOWEL PROCEDURES W CC W MAJOR GI DX 60
DG481 DRG V24 : BONE MARROW TRANSPLANT 20
DG570 DRG V24 : MAJOR SMALL & LARGE BOWEL PROCEDURES W CC W/O MAJOR GI DX 20
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D5601 Paralytic ileus 0 0 40
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 30
D2859 Anemia, unspecified 0 0 50
D2639 Unspecified protein-calorie malnutrition 0 0 50
D4280 Congestive heart failure, unspecified 0 0 20
D5180 Pulmonary collapse 0 0 20
D2761 Hyposmolality and/or hyponatremia 0 0 20
D42731 Atrial fibrillation 0 0 20
D2768 Hypopotassemia 0 0 30
D99592 Severe sepsis 0 0 20
DV1582 Personal history of tobacco use 0 0 20
D2724 Other and unspecified hyperlipidemia 0 0 30
D53081 Esophageal reflux 0 0 20
D4019 Unspecified essential hypertension 0 0 70
D5990 Urinary tract infection, site not specified 0 0 30
D51881 Acute respiratory failure 0 0 20
D0389 Unspecified septicemia 40 0 20
D27651 Dehydration 0 0 50
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 140
EE9331 Antineoplastic and immunosuppressive drugs causing adverse effects in therapeutic use 50
EE8490 Accident in home 50