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)

1,310

Sex Count
Male 590
Female 710
In hospital
Mortality

10.69 %

Length of Stay Distribution
Mean LOS: 14.36 days FQ: 8 days Median: 12 days TQ: 17 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Parenteral infusion of concentrated nutritional substances ( P9915 ) followed by Venous catheterization, not elsewhere classified ( P3893 )

Mean ΔT: 1.24 days FQ: 0 days Median: 0 days TQ: 1 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 220
Another hospital 220
Another health facility including LTC 200
Emergency department 220
Unknown 190
Court/Law enforcement 230
Disposition Distribution
Disposition Count
Routine 540
Transfer to short-term hospital 30
Home Health Care 290
Died in hospital 140
Transfer other SNF, ICF, etc. 270
Payer Distribution
Payer Count
Medicare 160
Medicaid 180
Private insurance 180
Self-pay 200
Other payer 170
Unknown payer 200
No charge 180
Race Distribution
Race Count
White 200
Black 180
Hispanic 180
Asian or Pacific Islander 190
Native American 180
Other 190
Race missing, unknown 170
State variation
S1 S2
Count 640 660
Sex : Male 43.8% 45.5%
Sex : Female 54.7% 53.0%
Source : Routine, birth, etc 15.6% 18.2%
Source : Another hospital 18.8% 15.2%
Source : Another health facility including LTC 14.1% 15.2%
Source : Emergency department 15.6% 18.2%
Source : Unknown 14.1% 13.6%
Source : Court/Law enforcement 18.8% 16.7%
Disposition : Routine 40.6% 40.9%
Disposition : Home Health Care 21.9% 21.2%
Disposition : Died in hospital 9.4% 10.6%
Disposition : Transfer other SNF, ICF, etc. 21.9% 19.7%
Payer : Medicare 10.9% 13.6%
Payer : Medicaid 15.6% 12.1%
Payer : Private insurance 14.1% 12.1%
Payer : Self-pay 12.5% 16.7%
Payer : Other payer 14.1% 10.6%
Payer : Unknown payer 15.6% 13.6%
Payer : No charge 12.5% 15.2%
Race : White 14.1% 15.2%
Race : Black 12.5% 15.2%
Race : Hispanic 14.1% 12.1%
Race : Asian or Pacific Islander 12.5% 15.2%
Race : Native American 14.1% 13.6%
Race : Other 15.6% 12.1%
Race : Race missing, unknown 12.5% 12.1%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 260 250 240 220 170 140
Sex : Male 46.2% 44.0% 41.7% 45.5% 41.2% 50.0%
Sex : Female 50.0% 56.0% 58.3% 54.5% 52.9% 50.0%
Source : Routine, birth, etc 15.4% 16.0% 16.7% 13.6% 17.6% 14.3%
Source : Another hospital 15.4% 16.0% 16.7% 13.6% 17.6% 14.3%
Source : Another health facility including LTC 15.4% 12.0% 8.3% 18.2% 17.6% 14.3%
Source : Emergency department 11.5% 16.0% 16.7% 13.6% 11.8% 21.4%
Source : Unknown 15.4% 16.0% 12.5% 9.1% 11.8% 0%
Source : Court/Law enforcement 19.2% 16.0% 20.8% 18.2% 11.8% 0%
Disposition : Routine 34.6% 40.0% 41.7% 45.5% 41.2% 42.9%
Disposition : Home Health Care 23.1% 20.0% 25.0% 18.2% 23.5% 21.4%
Disposition : Died in hospital 11.5% 8.0% 12.5% 9.1% 0% 0%
Disposition : Transfer other SNF, ICF, etc. 23.1% 20.0% 16.7% 18.2% 17.6% 14.3%
Payer : Medicare 7.7% 12.0% 12.5% 13.6% 0% 0%
Payer : Medicaid 11.5% 12.0% 12.5% 13.6% 11.8% 14.3%
Payer : Private insurance 15.4% 16.0% 12.5% 9.1% 0% 0%
Payer : Self-pay 15.4% 12.0% 16.7% 9.1% 17.6% 14.3%
Payer : Other payer 15.4% 12.0% 12.5% 9.1% 0% 0%
Payer : No charge 11.5% 16.0% 16.7% 9.1% 11.8% 0%
Payer : Unknown payer 11.5% 8.0% 12.5% 22.7% 11.8% 14.3%
Race : White 15.4% 12.0% 12.5% 9.1% 11.8% 14.3%
Race : Black 15.4% 12.0% 12.5% 13.6% 0% 14.3%
Race : Hispanic 7.7% 12.0% 12.5% 18.2% 11.8% 0%
Race : Asian or Pacific Islander 11.5% 12.0% 12.5% 13.6% 11.8% 0%
Race : Native American 15.4% 16.0% 8.3% 9.1% 11.8% 0%
Race : Other 11.5% 12.0% 12.5% 13.6% 11.8% 0%
Race : Race missing, unknown 11.5% 12.0% 12.5% 13.6% 0% 14.3%
Age Distribution
Age Count
20 - 39 100
40 - 59 250
60 - 79 500
80 - 99 440
Mean age First quartile Median Third quartile
69.6 years 58 years 72 years 84 years
45 >= Age > 20 65 >= Age > 45 85 >= Age > 65 Age > 85
Count 140 350 510 280
Sex : Male 42.9% 48.6% 45.1% 39.3%
Sex : Female 50.0% 51.4% 54.9% 60.7%
Source : Routine, birth, etc 21.4% 14.3% 15.7% 14.3%
Source : Another hospital 0% 20.0% 15.7% 14.3%
Source : Another health facility including LTC 0% 14.3% 17.6% 14.3%
Source : Emergency department 21.4% 14.3% 15.7% 17.9%
Source : Unknown 0% 11.4% 13.7% 17.9%
Source : Court/Law enforcement 21.4% 20.0% 17.6% 14.3%
Disposition : Routine 71.4% 54.3% 37.3% 17.9%
Disposition : Home Health Care 14.3% 22.9% 25.5% 17.9%
Disposition : Died in hospital 0% 8.6% 9.8% 17.9%
Disposition : Transfer other SNF, ICF, etc. 0% 8.6% 23.5% 39.3%
Payer : Medicare 0% 14.3% 11.8% 10.7%
Payer : Medicaid 0% 14.3% 13.7% 14.3%
Payer : Private insurance 0% 11.4% 13.7% 14.3%
Payer : Self-pay 14.3% 14.3% 13.7% 14.3%
Payer : Other payer 14.3% 11.4% 11.8% 14.3%
Payer : Unknown payer 14.3% 14.3% 15.7% 14.3%
Payer : No charge 0% 11.4% 15.7% 10.7%
Race : White 14.3% 14.3% 11.8% 17.9%
Race : Black 14.3% 14.3% 11.8% 10.7%
Race : Hispanic 0% 14.3% 11.8% 14.3%
Race : Asian or Pacific Islander 0% 14.3% 15.7% 10.7%
Race : Native American 14.3% 11.4% 15.7% 10.7%
Race : Other 0% 14.3% 13.7% 14.3%
Race : Race missing, unknown 0% 11.4% 13.7% 10.7%
Procedure Distribution
Procedure Code Description Count
P4525 Closed [endoscopic] biopsy of large intestine 40
P4576 Open and other sigmoidectomy 40
P5491 Percutaneous abdominal drainage 60
P8801 Computerized axial tomography of abdomen 40
P5459 Other lysis of peritoneal adhesions 90
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 20
P3893_2 Venous catheterization, not elsewhere classified 2nd 30
P9604 Insertion of endotracheal tube 50
P9915 Parenteral infusion of concentrated nutritional substances 1310
P4610 Colostomy, not otherwise specified 20
P8872 Diagnostic ultrasound of heart 20
P4562 Other partial resection of small intestine 60
P5123 Laparoscopic cholecystectomy 20
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 40
P9904 Transfusion of packed cells 270
P4513 Other endoscopy of small intestine 40
P3893 Venous catheterization, not elsewhere classified 1310
P9905 Transfusion of platelets 20
P9925 Injection or infusion of cancer chemotherapeutic substance 20
P9607 Insertion of other (naso-)gastric tube 40
P4573 Open and other right hemicolectomy 50
P4516 Esophagogastroduodenoscopy [EGD] with closed biopsy 70
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 40
P9390 Non-invasive mechanical ventilation 20
P9907 Transfusion of other serum 30
DRG Distribution
DRG Code Description Count
DG150 DRG V24 : PERITONEAL ADHESIOLYSIS W CC 30
DG493 DRG V24 : LAPAROSCOPIC CHOLECYSTECTOMY W/O C.D.E. W CC 20
DG188 DRG V24 : OTHER DIGESTIVE SYSTEM DIAGNOSES AGE >17 W CC 50
DG182 DRG V24 : ESOPHAGITIS, GASTROENT & MISC DIGEST DISORDERS AGE >17 W CC 40
DG568 DRG V24 : STOMACH, ESOPHAGEAL & DUODENAL PROC AGE >17 W CC W/O MAJOR GI DX 20
DG204 DRG V24 : DISORDERS OF PANCREAS EXCEPT MALIGNANCY 70
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 50
DG569 DRG V24 : MAJOR SMALL & LARGE BOWEL PROCEDURES W CC W MAJOR GI DX 150
DG179 DRG V24 : INFLAMMATORY BOWEL DISEASE 20
DG578 DRG V24 : INFECTIOUS & PARASITIC DISEASES W O.R. PROCEDURE 20
DG296 DRG V24 : NUTRITIONAL & MISC METABOLIC DISORDERS AGE >17 W CC 20
DG567 DRG V24 : STOMACH, ESOPHAGEAL & DUODENAL PROC AGE >17 W CC W MAJOR GI DX 20
DG570 DRG V24 : MAJOR SMALL & LARGE BOWEL PROCEDURES W CC W/O MAJOR GI DX 60
DG79 DRG V24 : RESPIRATORY INFECTIONS & INFLAMMATIONS AGE >17 W CC 20
DG572 DRG V24 : MAJOR GASTROINTESTINAL DISORDERS AND PERITONEAL INFECTIONS 20
DG172 DRG V24 : DIGESTIVE MALIGNANCY W CC 20
DG180 DRG V24 : G.I. OBSTRUCTION W CC 30
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D78791 Diarrhea 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 70
D41401 Coronary atherosclerosis of native coronary artery 0 0 30
D42789 Other specified cardiac dysrhythmias 0 0 30
D5601 Paralytic ileus 0 0 160
D5609 Unspecified intestinal obstruction 30 0 40
D00845 Intestinal infection due to Clostridium difficile 20 0 20
D486 Pneumonia, organism unspecified 0 0 50
D311 Depressive disorder, not elsewhere classified 0 0 30
D496 Chronic airway obstruction, not elsewhere classified 0 0 20
D4280 Congestive heart failure, unspecified 0 0 40
D5849 Acute kidney failure, unspecified 0 0 50
D1977 Malignant neoplasm of liver, secondary 0 0 20
D2449 Unspecified acquired hypothyroidism 0 0 50
DV667 Encounter for palliative care 0 0 20
D30000 Anxiety state, unspecified 0 0 30
DV6441 Laparoscopic surgical procedure converted to open procedure 0 0 20
D2761 Hyposmolality and/or hyponatremia 0 0 50
D2851 Acute posthemorrhagic anemia 0 0 20
D99592 Severe sepsis 0 0 40
D99591 Sepsis 0 0 30
D51881 Acute respiratory failure 0 0 40
D73300 Osteoporosis, unspecified 0 0 30
D56400 Constipation, unspecified 0 0 20
D9974 Digestive system complications, not elsewhere classified 30 0 90
D42731 Atrial fibrillation 0 0 60
D56722 Peritoneal abscess 0 0 20
D2762 Acidosis 0 0 20
D5070 Pneumonitis due to inhalation of food or vomitus 20 0 20
D2720 Pure hypercholesterolemia 0 0 20
D56089 Other specified intestinal obstruction 0 0 20
D2768 Hypopotassemia 0 0 80
D56081 Intestinal or peritoneal adhesions with obstruction (postoperative) (postinfection) 70 0 60
DV103 Personal history of malignant neoplasm of breast 0 0 20
DV1582 Personal history of tobacco use 0 0 60
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
D5770 Acute pancreatitis 80 0 60
D2859 Anemia, unspecified 0 0 100
D5859 Chronic kidney disease, unspecified 0 0 20
D79029 Other abnormal glucose 0 0 20
D1962 Secondary and unspecified malignant neoplasm of intra-abdominal lymph nodes 0 0 20
D27651 Dehydration 0 0 100
D56210 Diverticulosis of colon (without mention of hemorrhage) 0 0 30
D56211 Diverticulitis of colon (without mention of hemorrhage) 50 0 40
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 20
D3051 Tobacco use disorder 0 0 70
D27800 Obesity, unspecified 0 0 30
D5180 Pulmonary collapse 0 0 30
D99859 Other postoperative infection 20 0 30
D53081 Esophageal reflux 0 0 70
D2639 Unspecified protein-calorie malnutrition 0 0 100
D0389 Unspecified septicemia 50 0 40
D28529 Anemia of other chronic disease 0 0 20
External Causes Distribution
External Cause Code Description Count
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 20
EE8786 Removal of other organ (partial) (total) causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation 20
EE8497 Accidents occurring in residential institution 250
EE9331 Antineoplastic and immunosuppressive drugs causing adverse effects in therapeutic use 50
EE8788 Other specified surgical operations and procedures causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation 50
EE8490 Accident in home 80
EE8782 Surgical operation with anastomosis, bypass, or graft, with natural or artificial tissues used as implant causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation 30
EE8798 Other specified procedures as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure 30
EE8499 Accidents occurring in unspecified place 30