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)

1,690

Sex Count
Male 880
Female 800
In hospital
Mortality

6.51 %

Length of Stay Distribution
Mean LOS: 11.95 days FQ: 4 days Median: 8 days TQ: 14 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Interruption of the vena cava ( P387 ) followed by Discharge, Transferred or Died ( N1_x )

Mean ΔT: 7.43 days FQ: 2 days Median: 4 days TQ: 9 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 280
Another hospital 290
Another health facility including LTC 290
Emergency department 270
Unknown 250
Court/Law enforcement 300
Disposition Distribution
Disposition Count
Routine 630
Transfer to short-term hospital 60
Home Health Care 280
Died in hospital 110
Transfer other SNF, ICF, etc. 550
Unknown, Alive 20
Payer Distribution
Payer Count
Medicare 250
Medicaid 230
Private insurance 220
Self-pay 230
Other payer 250
Unknown payer 220
No charge 260
Race Distribution
Race Count
White 260
Black 230
Hispanic 230
Asian or Pacific Islander 230
Native American 240
Other 240
Race missing, unknown 230
State variation
S1 S2
Count 860 820
Sex : Male 51.2% 53.7%
Sex : Female 47.7% 46.3%
Source : Routine, birth, etc 17.4% 14.6%
Source : Another hospital 15.1% 19.5%
Source : Another health facility including LTC 17.4% 15.9%
Source : Emergency department 14.0% 17.1%
Source : Unknown 14.0% 15.9%
Source : Court/Law enforcement 19.8% 14.6%
Disposition : Routine 38.4% 36.6%
Disposition : Transfer to short-term hospital 3.5% 2.4%
Disposition : Home Health Care 16.3% 17.1%
Disposition : Died in hospital 5.8% 7.3%
Disposition : Transfer other SNF, ICF, etc. 32.6% 31.7%
Payer : Medicare 14.0% 15.9%
Payer : Medicaid 12.8% 13.4%
Payer : Private insurance 12.8% 12.2%
Payer : Self-pay 12.8% 14.6%
Payer : Other payer 14.0% 14.6%
Payer : Unknown payer 12.8% 12.2%
Payer : No charge 16.3% 13.4%
Race : White 15.1% 15.9%
Race : Black 15.1% 12.2%
Race : Hispanic 12.8% 13.4%
Race : Asian or Pacific Islander 14.0% 13.4%
Race : Native American 15.1% 13.4%
Race : Other 12.8% 15.9%
Race : Race missing, unknown 12.8% 14.6%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 310 300 260 270 270 250
Sex : Male 51.6% 46.7% 53.8% 48.1% 51.9% 56.0%
Sex : Female 45.2% 50.0% 46.2% 48.1% 44.4% 44.0%
Source : Routine, birth, etc 16.1% 16.7% 11.5% 14.8% 11.1% 16.0%
Source : Another hospital 19.4% 16.7% 11.5% 18.5% 14.8% 16.0%
Source : Another health facility including LTC 12.9% 13.3% 19.2% 14.8% 18.5% 16.0%
Source : Emergency department 12.9% 20.0% 15.4% 14.8% 14.8% 12.0%
Source : Court/Law enforcement 16.1% 13.3% 15.4% 18.5% 18.5% 16.0%
Source : Unknown 16.1% 13.3% 15.4% 11.1% 11.1% 12.0%
Disposition : Routine 32.3% 36.7% 38.5% 37.0% 33.3% 44.0%
Disposition : Home Health Care 16.1% 16.7% 15.4% 14.8% 18.5% 16.0%
Disposition : Transfer other SNF, ICF, etc. 35.5% 33.3% 26.9% 37.0% 33.3% 28.0%
Payer : Medicare 16.1% 13.3% 11.5% 14.8% 14.8% 12.0%
Payer : Medicaid 12.9% 13.3% 11.5% 11.1% 11.1% 16.0%
Payer : Private insurance 9.7% 10.0% 11.5% 11.1% 11.1% 12.0%
Payer : Self-pay 9.7% 16.7% 11.5% 11.1% 14.8% 8.0%
Payer : Other payer 16.1% 13.3% 7.7% 18.5% 11.1% 12.0%
Payer : Unknown payer 9.7% 10.0% 11.5% 11.1% 11.1% 16.0%
Payer : No charge 16.1% 13.3% 19.2% 11.1% 14.8% 12.0%
Race : White 16.1% 13.3% 11.5% 14.8% 11.1% 16.0%
Race : Black 12.9% 13.3% 11.5% 11.1% 11.1% 12.0%
Race : Hispanic 12.9% 10.0% 11.5% 14.8% 11.1% 16.0%
Race : Asian or Pacific Islander 12.9% 10.0% 11.5% 14.8% 11.1% 12.0%
Race : Native American 16.1% 13.3% 11.5% 14.8% 14.8% 12.0%
Race : Other 9.7% 13.3% 15.4% 11.1% 14.8% 12.0%
Race : Race missing, unknown 12.9% 13.3% 11.5% 7.4% 14.8% 16.0%
Disposition : Died in hospital 0% 6.7% 7.7% 0% 0% 0%
Age Distribution
Age Count
20 - 39 60
40 - 59 280
60 - 79 670
80 - 99 650
Mean age First quartile Median Third quartile
72.69 years 62 years 75 years 85 years
45 >= Age > 20 65 >= Age > 45 85 >= Age > 65 Age > 85
Count 110 400 760 410
Sex : Male 63.6% 60.0% 52.6% 41.5%
Sex : Female 36.4% 37.5% 47.4% 58.5%
Source : Routine, birth, etc 18.2% 15.0% 15.8% 17.1%
Source : Another hospital 18.2% 15.0% 17.1% 14.6%
Source : Another health facility including LTC 0% 17.5% 15.8% 17.1%
Source : Emergency department 0% 15.0% 14.5% 17.1%
Source : Unknown 0% 15.0% 14.5% 14.6%
Source : Court/Law enforcement 18.2% 17.5% 18.4% 14.6%
Disposition : Routine 54.5% 52.5% 35.5% 19.5%
Disposition : Died in hospital 0% 0% 6.6% 7.3%
Disposition : Transfer other SNF, ICF, etc. 18.2% 20.0% 31.6% 48.8%
Disposition : Home Health Care 0% 15.0% 18.4% 14.6%
Payer : Medicare 0% 15.0% 14.5% 14.6%
Payer : Medicaid 0% 12.5% 13.2% 12.2%
Payer : Private insurance 0% 12.5% 13.2% 12.2%
Payer : Self-pay 0% 15.0% 11.8% 17.1%
Payer : Other payer 0% 12.5% 15.8% 14.6%
Payer : No charge 18.2% 15.0% 14.5% 12.2%
Payer : Unknown payer 0% 12.5% 13.2% 12.2%
Race : White 18.2% 12.5% 13.2% 17.1%
Race : Black 0% 12.5% 13.2% 14.6%
Race : Hispanic 0% 12.5% 13.2% 12.2%
Race : Asian or Pacific Islander 0% 12.5% 14.5% 12.2%
Race : Native American 0% 12.5% 14.5% 12.2%
Race : Other 0% 15.0% 13.2% 12.2%
Race : Race missing, unknown 0% 12.5% 13.2% 12.2%
Disposition : Transfer to short-term hospital 0% 0% 2.6% 0%
Procedure Distribution
Procedure Code Description Count
P9910 Injection or infusion of thrombolytic agent 60
P3891 Arterial catheterization 20
P4525 Closed [endoscopic] biopsy of large intestine 30
P5491 Percutaneous abdominal drainage 30
P9955 Prophylactic administration of vaccine against other diseases 20
P3950 Angioplasty or atherectomy of other non-coronary vessel(s) 20
P4443 Endoscopic control of gastric or duodenal bleeding 20
P8851 Angiocardiography of venae cavae 290
P8801 Computerized axial tomography of abdomen 20
P8866 Phlebography of femoral and other lower extremity veins using contrast material 20
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 40
P9604 Insertion of endotracheal tube 90
P9915 Parenteral infusion of concentrated nutritional substances 20
P8872 Diagnostic ultrasound of heart 50
P8843 Arteriography of pulmonary arteries 30
P0040 Procedure on single vessel 20
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 60
P9904 Transfusion of packed cells 420
P8659 Closure of skin and subcutaneous tissue of other sites 20
P4513 Other endoscopy of small intestine 50
P8877 Diagnostic ultrasound of peripheral vascular system 20
P3404 Insertion of intercostal catheter for drainage 20
P9905 Transfusion of platelets 40
P3995 Hemodialysis 20
P3491 Thoracentesis 30
P3893 Venous catheterization, not elsewhere classified 220
P387 Interruption of the vena cava 1690
P8741 Computerized axial tomography of thorax 50
P4523 Colonoscopy 30
P3324 Closed [endoscopic] biopsy of bronchus 20
P4516 Esophagogastroduodenoscopy [EGD] with closed biopsy 60
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 50
P3893_2 Venous catheterization, not elsewhere classified 2nd 30
P9390 Non-invasive mechanical ventilation 20
P9907 Transfusion of other serum 140
P8749 Other chest x-ray 40
DRG Distribution
DRG Code Description Count
DG479 DRG V24 : OTHER VASCULAR PROCEDURES W/O CC 40
DG554 DRG V24 : OTHER VASCULAR PROCEDURES W CC W/O MAJOR CV DX 170
DG76 DRG V24 : OTHER RESP SYSTEM O.R. PROCEDURES W CC 370
DG553 DRG V24 : OTHER VASCULAR PROCEDURES W CC W MAJOR CV DX 140
DG578 DRG V24 : INFECTIOUS & PARASITIC DISEASES W O.R. PROCEDURE 70
DG315 DRG V24 : OTHER KIDNEY & URINARY TRACT PROCEDURES 20
DG486 DRG V24 : OTHER O.R. PROCEDURES FOR MULTIPLE SIGNIFICANT TRAUMA 40
DG1 DRG V24 : CRANIOTOMY AGE >17 W CC 20
DG233 DRG V24 : OTHER MUSCULOSKELET SYS & CONN TISS O.R. PROC W CC 20
DG210 DRG V24 : HIP & FEMUR PROCEDURES EXCEPT MAJOR JOINT AGE >17 W CC 20
DG461 DRG V24 : O.R. PROC W DIAGNOSES OF OTHER CONTACT W HEALTH SERVICES 20
DG541 DRG V24 : ECMO OR TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W MAJ O.R. 50
DG170 DRG V24 : OTHER DIGESTIVE SYSTEM O.R. PROCEDURES W CC 120
DG7 DRG V24 : PERIPH & CRANIAL NERVE & OTHER NERV SYST PROC W CC 80
DG544 DRG V24 : MAJOR JOINT REPLACEMENT OR REATTACHMENT OF LOWER EXTREMITY 20
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D1983 Secondary malignant neoplasm of brain and spinal cord 0 0 20
D5601 Paralytic ileus 0 0 20
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 110
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0 0 20
D42789 Other specified cardiac dysrhythmias 0 0 30
D2767 Hyperpotassemia 0 0 20
D56210 Diverticulosis of colon (without mention of hemorrhage) 0 0 20
D4168 Other chronic pulmonary heart diseases 0 0 30
D5180 Pulmonary collapse 0 0 30
D3051 Tobacco use disorder 0 0 50
D4538 Description not found for D4538 0 0 30
D496 Chronic airway obstruction, not elsewhere classified 0 0 50
D41511 Iatrogenic pulmonary embolism and infarction 0 0 30
D4280 Congestive heart failure, unspecified 0 0 70
D1985 Secondary malignant neoplasm of bone and bone marrow 0 0 20
D5849 Acute kidney failure, unspecified 0 0 70
D41519 Other pulmonary embolism and infarction 280 0 250
DV5861 Long-term (current) use of anticoagulants 0 0 100
D0414 Escherichia coli [E. coli] infection in conditions classified elsewhere and of unspecified site 0 0 20
D2875 Thrombocytopenia, unspecified 0 0 40
D32723 Obstructive sleep apnea (adult)(pediatric) 0 0 20
D2859 Anemia, unspecified 0 0 140
D2449 Unspecified acquired hypothyroidism 0 0 70
D30000 Anxiety state, unspecified 0 0 20
D2761 Hyposmolality and/or hyponatremia 0 0 50
D2851 Acute posthemorrhagic anemia 0 0 50
D99592 Severe sepsis 0 0 20
D2720 Pure hypercholesterolemia 0 0 20
D9972 Peripheral vascular complications, not elsewhere classified 0 0 20
D51881 Acute respiratory failure 0 0 50
D73300 Osteoporosis, unspecified 0 0 30
D56400 Constipation, unspecified 0 0 30
DV103 Personal history of malignant neoplasm of breast 0 0 20
DV1251 Personal history of venous thrombosis and embolism 0 0 70
DV5789 Care involving other specified rehabilitation procedure 20 0 0
D486 Pneumonia, organism unspecified 0 0 60
D2760 Hyperosmolality and/or hypernatremia 0 0 20
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 30
D5119 Unspecified pleural effusion 0 0 30
DV4581 Aortocoronary bypass status 0 0 20
D79902 Hypoxemia 0 0 30
D2768 Hypopotassemia 0 0 60
D2800 Iron deficiency anemia secondary to blood loss (chronic) 0 0 30
D41401 Coronary atherosclerosis of native coronary artery 0 0 60
D5789 Hemorrhage of gastrointestinal tract, unspecified 0 0 20
D28860 Leukocytosis, unspecified 0 0 20
D6826 Cellulitis and abscess of leg, except foot 0 0 30
DV1582 Personal history of tobacco use 0 0 90
D2724 Other and unspecified hyperlipidemia 0 0 100
D42731 Atrial fibrillation 0 0 110
D4019 Unspecified essential hypertension 0 0 320
D5990 Urinary tract infection, site not specified 0 0 80
D60000 Hypertrophy (benign) of prostate without urinary obstruction and other lower urinary tract symptom (LUTS) 0 0 20
D49390 Asthma, unspecified type, unspecified 0 0 30
D2809 Iron deficiency anemia, unspecified 0 0 20
D1977 Malignant neoplasm of liver, secondary 0 0 20
D5859 Chronic kidney disease, unspecified 0 0 40
D27651 Dehydration 0 0 40
D311 Depressive disorder, not elsewhere classified 0 0 30
D2948 Other persistent mental disorders due to conditions classified elsewhere 0 0 30
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 50
D27801 Morbid obesity 0 0 20
D27800 Obesity, unspecified 0 0 50
D5939 Unspecified disorder of kidney and ureter 0 0 20
D53081 Esophageal reflux 0 0 70
D28981 Primary hypercoagulable state 0 0 20
D2639 Unspecified protein-calorie malnutrition 0 0 40
D0389 Unspecified septicemia 50 0 30
D45342 Acute venous embolism and thrombosis of deep vessels of distal lower extremity 70 0 150
D412 Old myocardial infarction 0 0 20
D45340 Acute venous embolism and thrombosis of unspecified deep vessels of lower extremity 40 0 100
D45341 Acute venous embolism and thrombosis of deep vessels of proximal lower extremity 190 0 280
External Causes Distribution
External Cause Code Description Count
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 30
EE8859 Fall from other slipping, tripping, or stumbling 30
EE8497 Accidents occurring in residential institution 240
EE8889 Unspecified fall 30
EE8788 Other specified surgical operations and procedures causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation 40
EE8495 Street and highway accidents 50
EE9331 Antineoplastic and immunosuppressive drugs causing adverse effects in therapeutic use 20
EE9342 Anticoagulants causing adverse effects in therapeutic use 120
EE8490 Accident in home 170
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
EE8498 Accidents occurring in other specified places 30
EE8499 Accidents occurring in unspecified place 50