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)

1,230

Sex Count
Male 670
Female 550
In hospital
Mortality

59.35 %

Length of Stay Distribution
Mean LOS: 11.4 days FQ: 3 days Median: 8 days TQ: 16 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Transfusion of packed cells ( P9904 ) followed by Insertion of endotracheal tube ( P9604 )

Mean ΔT: 2.1 days FQ: 0 days Median: 0 days TQ: 2 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 200
Another hospital 190
Another health facility including LTC 220
Emergency department 200
Unknown 200
Court/Law enforcement 190
Disposition Distribution
Disposition Count
Routine 150
Transfer to short-term hospital 60
Home Health Care 70
Died in hospital 730
Transfer other SNF, ICF, etc. 190
Payer Distribution
Payer Count
Medicare 170
Medicaid 180
Private insurance 180
Self-pay 170
Other payer 170
Unknown payer 150
No charge 180
Race Distribution
Race Count
White 180
Black 160
Hispanic 180
Asian or Pacific Islander 180
Native American 150
Other 170
Race missing, unknown 180
State variation
S1 S2
Count 610 620
Sex : Male 54.1% 54.8%
Sex : Female 45.9% 43.5%
Source : Routine, birth, etc 14.8% 17.7%
Source : Another hospital 14.8% 14.5%
Source : Another health facility including LTC 19.7% 14.5%
Source : Emergency department 14.8% 17.7%
Source : Unknown 16.4% 14.5%
Source : Court/Law enforcement 14.8% 16.1%
Disposition : Routine 13.1% 9.7%
Disposition : Transfer to short-term hospital 6.6% 3.2%
Disposition : Home Health Care 4.9% 4.8%
Disposition : Died in hospital 54.1% 64.5%
Disposition : Transfer other SNF, ICF, etc. 18.0% 12.9%
Payer : Medicare 11.5% 14.5%
Payer : Medicaid 13.1% 16.1%
Payer : Private insurance 16.4% 12.9%
Payer : Self-pay 14.8% 12.9%
Payer : Other payer 13.1% 14.5%
Payer : Unknown payer 11.5% 11.3%
Payer : No charge 14.8% 12.9%
Race : White 13.1% 14.5%
Race : Black 13.1% 12.9%
Race : Hispanic 14.8% 14.5%
Race : Asian or Pacific Islander 14.8% 14.5%
Race : Native American 9.8% 14.5%
Race : Other 14.8% 12.9%
Race : Race missing, unknown 14.8% 12.9%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 270 230 230 180 160 140
Sex : Male 48.1% 52.2% 56.5% 50.0% 62.5% 50.0%
Sex : Female 48.1% 43.5% 43.5% 50.0% 31.3% 42.9%
Source : Routine, birth, etc 18.5% 17.4% 13.0% 11.1% 0% 21.4%
Source : Another hospital 18.5% 13.0% 17.4% 11.1% 18.8% 0%
Source : Another health facility including LTC 14.8% 17.4% 17.4% 16.7% 18.8% 14.3%
Source : Emergency department 18.5% 17.4% 13.0% 16.7% 12.5% 0%
Source : Unknown 14.8% 17.4% 17.4% 11.1% 12.5% 0%
Source : Court/Law enforcement 11.1% 8.7% 13.0% 16.7% 18.8% 21.4%
Disposition : Routine 7.4% 13.0% 13.0% 0% 0% 0%
Disposition : Died in hospital 59.3% 60.9% 56.5% 61.1% 56.3% 50.0%
Disposition : Transfer other SNF, ICF, etc. 14.8% 13.0% 13.0% 11.1% 12.5% 14.3%
Payer : Medicaid 11.1% 13.0% 13.0% 11.1% 12.5% 21.4%
Payer : Private insurance 14.8% 13.0% 17.4% 0% 12.5% 0%
Payer : Self-pay 14.8% 17.4% 8.7% 11.1% 12.5% 0%
Payer : Other payer 14.8% 13.0% 8.7% 16.7% 12.5% 0%
Payer : Unknown payer 11.1% 0% 17.4% 11.1% 0% 0%
Payer : No charge 11.1% 13.0% 13.0% 11.1% 18.8% 0%
Payer : Medicare 11.1% 13.0% 8.7% 11.1% 18.8% 0%
Race : White 14.8% 17.4% 13.0% 16.7% 0% 0%
Race : Black 11.1% 13.0% 13.0% 11.1% 12.5% 0%
Race : Hispanic 18.5% 13.0% 13.0% 11.1% 12.5% 0%
Race : Asian or Pacific Islander 14.8% 8.7% 13.0% 11.1% 12.5% 14.3%
Race : Native American 7.4% 8.7% 8.7% 11.1% 12.5% 14.3%
Race : Other 11.1% 13.0% 17.4% 11.1% 12.5% 14.3%
Race : Race missing, unknown 11.1% 13.0% 13.0% 11.1% 12.5% 14.3%
Age Distribution
Age Count
20 - 39 60
40 - 59 210
60 - 79 440
80 - 99 490
Mean age First quartile Median Third quartile
72.0 years 61 years 75 years 85 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 300 520 300
Sex : Male 60.0% 51.9% 50.0%
Sex : Female 40.0% 48.1% 46.7%
Source : Routine, birth, etc 16.7% 15.4% 16.7%
Source : Another hospital 13.3% 17.3% 13.3%
Source : Another health facility including LTC 16.7% 17.3% 16.7%
Source : Emergency department 16.7% 15.4% 13.3%
Source : Unknown 13.3% 15.4% 16.7%
Source : Court/Law enforcement 13.3% 15.4% 13.3%
Disposition : Routine 13.3% 11.5% 0%
Disposition : Transfer to short-term hospital 6.7% 3.8% 0%
Disposition : Home Health Care 6.7% 5.8% 0%
Disposition : Died in hospital 56.7% 57.7% 63.3%
Disposition : Transfer other SNF, ICF, etc. 10.0% 17.3% 20.0%
Payer : Medicare 10.0% 13.5% 13.3%
Payer : Medicaid 13.3% 17.3% 13.3%
Payer : Private insurance 13.3% 15.4% 13.3%
Payer : Self-pay 16.7% 13.5% 13.3%
Payer : Other payer 13.3% 13.5% 16.7%
Payer : Unknown payer 10.0% 11.5% 10.0%
Payer : No charge 16.7% 13.5% 13.3%
Race : White 13.3% 13.5% 13.3%
Race : Black 10.0% 11.5% 13.3%
Race : Hispanic 16.7% 11.5% 13.3%
Race : Asian or Pacific Islander 13.3% 15.4% 13.3%
Race : Native American 10.0% 13.5% 10.0%
Race : Other 10.0% 15.4% 13.3%
Race : Race missing, unknown 13.3% 13.5% 13.3%
Procedure Distribution
Procedure Code Description Count
P3891 Arterial catheterization 40
P4131 Biopsy of bone marrow 20
P5491 Percutaneous abdominal drainage 20
P4443 Endoscopic control of gastric or duodenal bleeding 20
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 20
P9604 Insertion of endotracheal tube 1230
P8872 Diagnostic ultrasound of heart 30
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 220
P9960 Cardiopulmonary resuscitation, not otherwise specified 160
P9904 Transfusion of packed cells 1230
P4233 Endoscopic excision or destruction of lesion or tissue of esophagus 20
P4513 Other endoscopy of small intestine 60
P3893 Venous catheterization, not elsewhere classified 340
P3404 Insertion of intercostal catheter for drainage 20
P9905 Transfusion of platelets 90
P3995 Hemodialysis 60
P3491 Thoracentesis 20
P3895 Venous catheterization for renal dialysis 50
P9915 Parenteral infusion of concentrated nutritional substances 30
P9396 Other oxygen enrichment 20
P3324 Closed [endoscopic] biopsy of bronchus 50
P4516 Esophagogastroduodenoscopy [EGD] with closed biopsy 30
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 590
P9390 Non-invasive mechanical ventilation 50
P9907 Transfusion of other serum 190
DRG Distribution
DRG Code Description Count
DG174 DRG V24 : G.I. HEMORRHAGE W CC 50
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 150
DG316 DRG V24 : RENAL FAILURE 20
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 110
DG569 DRG V24 : MAJOR SMALL & LARGE BOWEL PROCEDURES W CC W MAJOR GI DX 30
DG578 DRG V24 : INFECTIOUS & PARASITIC DISEASES W O.R. PROCEDURE 30
DG486 DRG V24 : OTHER O.R. PROCEDURES FOR MULTIPLE SIGNIFICANT TRAUMA 20
DG202 DRG V24 : CIRRHOSIS & ALCOHOLIC HEPATITIS 30
DG110 DRG V24 : MAJOR CARDIOVASCULAR PROCEDURES W CC 20
DG541 DRG V24 : ECMO OR TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W MAJ O.R. 20
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 50
DG575 DRG V24 : SEPTICEMIA W MV 96+ HOURS AGE >17 70
DG205 DRG V24 : DISORDERS OF LIVER EXCEPT MALIG,CIRR,ALC HEPA W CC 20
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D5712 Alcoholic cirrhosis of liver 20 0 30
D5119 Unspecified pleural effusion 0 0 20
D78559 Other shock without mention of trauma 0 0 30
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 70
D42789 Other specified cardiac dysrhythmias 0 0 40
D496 Chronic airway obstruction, not elsewhere classified 0 0 40
D78552 Septic shock 0 0 80
D4280 Congestive heart failure, unspecified 0 0 80
D486 Pneumonia, organism unspecified 30 0 80
D5859 Chronic kidney disease, unspecified 0 0 30
D5845 Acute kidney failure with lesion of tubular necrosis 0 0 40
D5849 Acute kidney failure, unspecified 20 0 120
DV5861 Long-term (current) use of anticoagulants 0 0 20
D2875 Thrombocytopenia, unspecified 0 0 40
D41071 Subendocardial infarction, initial episode of care 20 0 20
D2449 Unspecified acquired hypothyroidism 0 0 20
DV667 Encounter for palliative care 0 0 30
D2761 Hyposmolality and/or hyponatremia 0 0 40
D2851 Acute posthemorrhagic anemia 0 0 70
D99592 Severe sepsis 0 0 130
D4589 Hypotension, unspecified 0 0 40
D99591 Sepsis 0 0 30
D51881 Acute respiratory failure 80 0 250
D5715 Cirrhosis of liver without mention of alcohol 0 0 20
D2800 Iron deficiency anemia secondary to blood loss (chronic) 0 0 30
D42731 Atrial fibrillation 0 0 80
D2767 Hyperpotassemia 0 0 40
D3051 Tobacco use disorder 0 0 40
D2762 Acidosis 0 0 70
D78959 Other ascites 0 0 20
D5070 Pneumonitis due to inhalation of food or vomitus 20 0 50
D2724 Other and unspecified hyperlipidemia 0 0 60
D41401 Coronary atherosclerosis of native coronary artery 0 0 50
D41400 Coronary atherosclerosis of unspecified type of vessel, native or graft 0 0 20
D5185 Pulmonary insufficiency following trauma and surgery 0 0 30
DV1582 Personal history of tobacco use 0 0 40
D2768 Hypopotassemia 0 0 60
D4019 Unspecified essential hypertension 0 0 140
D5990 Urinary tract infection, site not specified 0 0 60
D4275 Cardiac arrest 0 0 50
D2859 Anemia, unspecified 0 0 110
D2866 Defibrination syndrome 0 0 20
D27651 Dehydration 0 0 30
D2869 Other and unspecified coagulation defects 0 0 30
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 30
D40391 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage V or end stage renal disease 0 0 20
D53081 Esophageal reflux 0 0 20
D5789 Hemorrhage of gastrointestinal tract, unspecified 0 0 40
D2639 Unspecified protein-calorie malnutrition 0 0 40
D0389 Unspecified septicemia 200 0 110
External Causes Distribution
External Cause Code Description Count
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 20
EE8497 Accidents occurring in residential institution 190
EE9331 Antineoplastic and immunosuppressive drugs causing adverse effects in therapeutic use 20
EE9342 Anticoagulants causing adverse effects in therapeutic use 20
EE8490 Accident in home 100
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
EE8498 Accidents occurring in other specified places 30
EE8499 Accidents occurring in unspecified place 40
EE8495 Street and highway accidents 30