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)

1,610

Sex Count
Male 770
Female 830
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 13.75 days FQ: 8 days Median: 11 days TQ: 17 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Parenteral infusion of concentrated nutritional substances ( P9915 ) followed by Discharged to home ( N1_f )

Mean ΔT: 9.6 days FQ: 5 days Median: 7 days TQ: 12 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 290
Another hospital 280
Another health facility including LTC 260
Emergency department 280
Unknown 230
Court/Law enforcement 260
Disposition Distribution
Disposition Count
Routine 1610
Payer Distribution
Payer Count
Medicare 210
Medicaid 230
Private insurance 220
Self-pay 240
Other payer 230
Unknown payer 230
No charge 220
Race Distribution
Race Count
White 220
Black 240
Hispanic 240
Asian or Pacific Islander 210
Native American 240
Other 230
Race missing, unknown 200
State variation
S1 S2
Count 820 780
Sex : Male 47.6% 47.4%
Sex : Female 51.2% 51.3%
Source : Routine, birth, etc 17.1% 17.9%
Source : Another hospital 18.3% 16.7%
Source : Another health facility including LTC 15.9% 16.7%
Source : Emergency department 17.1% 16.7%
Source : Unknown 13.4% 14.1%
Source : Court/Law enforcement 15.9% 15.4%
Disposition : Routine 100.0% 100.0%
Payer : Medicare 12.2% 14.1%
Payer : Medicaid 14.6% 14.1%
Payer : Private insurance 14.6% 12.8%
Payer : Self-pay 12.2% 16.7%
Payer : Other payer 14.6% 14.1%
Payer : Unknown payer 15.9% 12.8%
Payer : No charge 13.4% 14.1%
Race : White 13.4% 14.1%
Race : Black 13.4% 15.4%
Race : Hispanic 15.9% 14.1%
Race : Asian or Pacific Islander 12.2% 12.8%
Race : Native American 13.4% 15.4%
Race : Other 14.6% 14.1%
Race : Race missing, unknown 13.4% 11.5%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 310 310 250 260 230 220
Sex : Male 48.4% 48.4% 48.0% 42.3% 43.5% 50.0%
Sex : Female 48.4% 51.6% 52.0% 53.8% 52.2% 50.0%
Source : Routine, birth, etc 16.1% 19.4% 16.0% 15.4% 17.4% 18.2%
Source : Another hospital 16.1% 6.5% 24.0% 15.4% 17.4% 18.2%
Source : Another health facility including LTC 16.1% 16.1% 12.0% 15.4% 17.4% 13.6%
Source : Emergency department 16.1% 19.4% 16.0% 15.4% 13.0% 13.6%
Source : Unknown 16.1% 12.9% 8.0% 15.4% 13.0% 13.6%
Source : Court/Law enforcement 16.1% 16.1% 16.0% 15.4% 13.0% 13.6%
Disposition : Routine 100.0% 100.0% 100.0% 100.0% 100.0% 100.0%
Payer : Medicare 9.7% 12.9% 12.0% 15.4% 13.0% 9.1%
Payer : Medicaid 12.9% 12.9% 12.0% 11.5% 17.4% 13.6%
Payer : Private insurance 12.9% 12.9% 12.0% 11.5% 13.0% 13.6%
Payer : Self-pay 16.1% 12.9% 16.0% 11.5% 13.0% 13.6%
Payer : Other payer 12.9% 16.1% 16.0% 7.7% 8.7% 13.6%
Payer : Unknown payer 16.1% 9.7% 12.0% 15.4% 8.7% 13.6%
Payer : No charge 12.9% 12.9% 12.0% 11.5% 13.0% 9.1%
Race : White 9.7% 16.1% 12.0% 11.5% 13.0% 13.6%
Race : Black 16.1% 12.9% 16.0% 19.2% 8.7% 9.1%
Race : Hispanic 16.1% 16.1% 12.0% 11.5% 13.0% 13.6%
Race : Asian or Pacific Islander 9.7% 9.7% 12.0% 11.5% 13.0% 9.1%
Race : Native American 12.9% 12.9% 12.0% 11.5% 13.0% 18.2%
Race : Other 12.9% 12.9% 12.0% 11.5% 17.4% 13.6%
Race : Race missing, unknown 12.9% 9.7% 12.0% 7.7% 8.7% 13.6%
Age Distribution
Age Count
20 - 39 200
40 - 59 430
60 - 79 690
80 - 99 270
Mean age First quartile Median Third quartile
62.37 years 51 years 64 years 76 years
45 >= Age > 20 65 >= Age > 45 85 >= Age > 65 Age > 85
Count 290 560 630 120
Sex : Male 44.8% 46.4% 49.2% 33.3%
Sex : Female 48.3% 51.8% 49.2% 58.3%
Source : Routine, birth, etc 17.2% 17.9% 15.9% 0%
Source : Another hospital 17.2% 17.9% 15.9% 16.7%
Source : Another health facility including LTC 10.3% 14.3% 19.0% 0%
Source : Emergency department 20.7% 16.1% 15.9% 16.7%
Source : Unknown 13.8% 12.5% 15.9% 0%
Source : Court/Law enforcement 13.8% 16.1% 15.9% 16.7%
Disposition : Routine 100.0% 100.0% 100.0% 100.0%
Payer : Medicare 10.3% 14.3% 12.7% 0%
Payer : Medicaid 13.8% 14.3% 12.7% 0%
Payer : Private insurance 13.8% 12.5% 12.7% 16.7%
Payer : Self-pay 10.3% 14.3% 15.9% 0%
Payer : Other payer 13.8% 12.5% 12.7% 0%
Payer : Unknown payer 6.9% 16.1% 15.9% 0%
Payer : No charge 17.2% 10.7% 12.7% 16.7%
Race : White 13.8% 12.5% 12.7% 0%
Race : Black 13.8% 16.1% 12.7% 0%
Race : Hispanic 10.3% 16.1% 14.3% 16.7%
Race : Asian or Pacific Islander 10.3% 12.5% 12.7% 0%
Race : Native American 17.2% 12.5% 14.3% 16.7%
Race : Other 13.8% 12.5% 15.9% 0%
Race : Race missing, unknown 10.3% 12.5% 12.7% 0%
Procedure Distribution
Procedure Code Description Count
P3897 Central venous catheter placement with guidance 30
P4525 Closed [endoscopic] biopsy of large intestine 80
P4576 Open and other sigmoidectomy 50
P6561 Other removal of both ovaries and tubes at same operative episode 20
P4131 Biopsy of bone marrow 20
P5491 Percutaneous abdominal drainage 60
P4719 Other incidental appendectomy 20
P5459 Other lysis of peritoneal adhesions 120
P3893_2 Venous catheterization, not elsewhere classified 2nd 30
P9604 Insertion of endotracheal tube 50
P9915 Parenteral infusion of concentrated nutritional substances 1610
P8801 Computerized axial tomography of abdomen 80
P4562 Other partial resection of small intestine 70
P5123 Laparoscopic cholecystectomy 50
P9904 Transfusion of packed cells 340
P5122 Cholecystectomy 20
P4513 Other endoscopy of small intestine 50
P544 Excision or destruction of peritoneal tissue 30
P9905 Transfusion of platelets 60
P4610 Colostomy, not otherwise specified 20
P3491 Thoracentesis 20
P3893 Venous catheterization, not elsewhere classified 760
P4709 Other appendectomy 20
P4105 Allogeneic hematopoietic stem cell transpant without purging 20
P4523 Colonoscopy 20
P9607 Insertion of other (naso-)gastric tube 60
P4573 Open and other right hemicolectomy 60
P4516 Esophagogastroduodenoscopy [EGD] with closed biopsy 100
P4593 Other small-to-large intestinal anastomosis 20
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 30
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 30
P8753 Intraoperative cholangiogram 20
P9925 Injection or infusion of cancer chemotherapeutic substance 80
P9907 Transfusion of other serum 30
P4104 Autologous hematopoietic stem cell transplant without purging 40
DRG Distribution
DRG Code Description Count
DG150 DRG V24 : PERITONEAL ADHESIOLYSIS W CC 50
DG493 DRG V24 : LAPAROSCOPIC CHOLECYSTECTOMY W/O C.D.E. W CC 40
DG188 DRG V24 : OTHER DIGESTIVE SYSTEM DIAGNOSES AGE >17 W CC 40
DG204 DRG V24 : DISORDERS OF PANCREAS EXCEPT MALIGNANCY 90
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 30
DG182 DRG V24 : ESOPHAGITIS, GASTROENT & MISC DIGEST DISORDERS AGE >17 W CC 60
DG569 DRG V24 : MAJOR SMALL & LARGE BOWEL PROCEDURES W CC W MAJOR GI DX 160
DG179 DRG V24 : INFLAMMATORY BOWEL DISEASE 50
DG481 DRG V24 : BONE MARROW TRANSPLANT 80
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 30
DG570 DRG V24 : MAJOR SMALL & LARGE BOWEL PROCEDURES W CC W/O MAJOR GI DX 80
DG568 DRG V24 : STOMACH, ESOPHAGEAL & DUODENAL PROC AGE >17 W CC W/O MAJOR GI DX 30
DG572 DRG V24 : MAJOR GASTROINTESTINAL DISORDERS AND PERITONEAL INFECTIONS 20
DG164 DRG V24 : APPENDECTOMY W COMPLICATED PRINCIPAL DIAG W CC 20
DG172 DRG V24 : DIGESTIVE MALIGNANCY W CC 20
DG180 DRG V24 : G.I. OBSTRUCTION W CC 50
DG191 DRG V24 : PANCREAS, LIVER & SHUNT PROCEDURES W CC 20
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D78791 Diarrhea 0 0 60
D5119 Unspecified pleural effusion 0 0 30
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 80
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0 0 20
D42789 Other specified cardiac dysrhythmias 0 0 30
D5601 Paralytic ileus 0 0 210
D5609 Unspecified intestinal obstruction 50 0 60
D00845 Intestinal infection due to Clostridium difficile 0 0 30
DV4579 Other acquired absence of organ 0 0 20
D311 Depressive disorder, not elsewhere classified 0 0 20
D496 Chronic airway obstruction, not elsewhere classified 0 0 30
D2738 Other disorders of plasma protein metabolism 0 0 20
D4280 Congestive heart failure, unspecified 0 0 20
D57420 Calculus of gallbladder without mention of cholecystitis, without mention of obstruction 0 0 20
D5849 Acute kidney failure, unspecified 0 0 40
D53550 Unspecified gastritis and gastroduodenitis, without mention of hemorrhage 0 0 20
D1976 Secondary malignant neoplasm of retroperitoneum and peritoneum 0 0 20
D2859 Anemia, unspecified 0 0 120
D2449 Unspecified acquired hypothyroidism 0 0 60
D30000 Anxiety state, unspecified 0 0 30
DV6441 Laparoscopic surgical procedure converted to open procedure 0 0 30
D53081 Esophageal reflux 0 0 90
D2851 Acute posthemorrhagic anemia 0 0 30
D99592 Severe sepsis 0 0 20
D7806 Description not found for D7806 0 0 20
D99591 Sepsis 0 0 40
D2809 Iron deficiency anemia, unspecified 0 0 30
D51881 Acute respiratory failure 0 0 20
D5695 Abscess of intestine 0 0 20
D73300 Osteoporosis, unspecified 0 0 30
D28860 Leukocytosis, unspecified 0 0 20
D56400 Constipation, unspecified 0 0 30
D9974 Digestive system complications, not elsewhere classified 40 0 140
D28522 Anemia in neoplastic disease 0 0 20
D56081 Intestinal or peritoneal adhesions with obstruction (postoperative) (postinfection) 90 0 70
D486 Pneumonia, organism unspecified 0 0 30
D2752 Disorders of magnesium metabolism 0 0 30
D57410 Calculus of gallbladder with other cholecystitis, without mention of obstruction 0 0 20
D2761 Hyposmolality and/or hyponatremia 0 0 60
D2720 Pure hypercholesterolemia 0 0 30
D56089 Other specified intestinal obstruction 0 0 40
D5533 Diaphragmatic hernia without mention of obstruction or gangrene 0 0 20
D2768 Hypopotassemia 0 0 130
D41401 Coronary atherosclerosis of native coronary artery 0 0 20
DV103 Personal history of malignant neoplasm of breast 0 0 20
D2753 Disorders of phosphorus metabolism 0 0 20
DV1582 Personal history of tobacco use 0 0 70
D2724 Other and unspecified hyperlipidemia 0 0 90
D4019 Unspecified essential hypertension 0 0 250
D5990 Urinary tract infection, site not specified 0 0 50
D5770 Acute pancreatitis 130 0 100
D49390 Asthma, unspecified type, unspecified 0 0 30
D5772 Cyst and pseudocyst of pancreas 0 0 20
D1977 Malignant neoplasm of liver, secondary 0 0 20
D42731 Atrial fibrillation 0 0 20
D79029 Other abnormal glucose 0 0 30
D2841 Pancytopenia 0 0 30
D1962 Secondary and unspecified malignant neoplasm of intra-abdominal lymph nodes 0 0 20
D27651 Dehydration 0 0 130
D1533 Malignant neoplasm of sigmoid colon 20 0 0
D78701 Nausea with vomiting 0 0 40
D56210 Diverticulosis of colon (without mention of hemorrhage) 0 0 30
D56211 Diverticulitis of colon (without mention of hemorrhage) 50 0 50
D27801 Morbid obesity 0 0 20
D27800 Obesity, unspecified 0 0 40
D5401 Acute appendicitis with peritoneal abscess 20 0 0
D99859 Other postoperative infection 0 0 30
D5180 Pulmonary collapse 0 0 40
D3051 Tobacco use disorder 0 0 80
D5680 Peritoneal adhesions (postoperative) (postinfection) 0 0 30
D2639 Unspecified protein-calorie malnutrition 0 0 90
D0389 Unspecified septicemia 40 0 30
External Causes Distribution
External Cause Code Description Count
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 30
EE8786 Removal of other organ (partial) (total) causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation 30
EE8497 Accidents occurring in residential institution 330
EE9352 Other opiates and related narcotics causing adverse effects in therapeutic use 20
EE9331 Antineoplastic and immunosuppressive drugs causing adverse effects in therapeutic use 100
EE8788 Other specified surgical operations and procedures causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation 60
EE8490 Accident in home 90
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 40
EE8499 Accidents occurring in unspecified place 30