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)

1,360

Sex Count
Male 710
Female 640
In hospital
Mortality

72.79 %

Length of Stay Distribution
Mean LOS: 5.08 days FQ: 1 days Median: 3 days TQ: 7 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Admission all sources ( N1_a ) followed by Insertion of endotracheal tube ( P9604 )

Mean ΔT: 1.45 days FQ: 0 days Median: 0 days TQ: 1 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 210
Another hospital 230
Another health facility including LTC 240
Emergency department 220
Unknown 240
Court/Law enforcement 200
Disposition Distribution
Disposition Count
Routine 100
Transfer to short-term hospital 60
Home Health Care 50
Died in hospital 990
Transfer other SNF, ICF, etc. 140
Payer Distribution
Payer Count
Medicare 170
Medicaid 200
Private insurance 190
Self-pay 210
Other payer 210
Unknown payer 180
No charge 180
Race Distribution
Race Count
White 190
Black 180
Hispanic 200
Asian or Pacific Islander 170
Native American 190
Other 210
Race missing, unknown 180
State variation
S1 S2
Count 660 690
Sex : Male 53.0% 52.2%
Sex : Female 47.0% 46.4%
Source : Routine, birth, etc 15.2% 15.9%
Source : Another hospital 16.7% 17.4%
Source : Another health facility including LTC 18.2% 15.9%
Source : Emergency department 16.7% 14.5%
Source : Unknown 18.2% 15.9%
Source : Court/Law enforcement 13.6% 15.9%
Disposition : Routine 6.1% 7.2%
Disposition : Transfer to short-term hospital 3.0% 4.3%
Disposition : Died in hospital 74.2% 72.5%
Disposition : Transfer other SNF, ICF, etc. 10.6% 10.1%
Disposition : Home Health Care 3.0% 2.9%
Payer : Medicare 12.1% 11.6%
Payer : Medicaid 15.2% 13.0%
Payer : Private insurance 13.6% 13.0%
Payer : Other payer 15.2% 14.5%
Payer : Unknown payer 10.6% 14.5%
Payer : No charge 13.6% 13.0%
Payer : Self-pay 15.2% 15.9%
Race : White 13.6% 14.5%
Race : Black 15.2% 11.6%
Race : Hispanic 13.6% 14.5%
Race : Asian or Pacific Islander 12.1% 13.0%
Race : Native American 13.6% 14.5%
Race : Other 16.7% 14.5%
Race : Race missing, unknown 13.6% 11.6%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 260 230 240 200 210 200
Sex : Male 50.0% 52.2% 50.0% 45.0% 52.4% 60.0%
Sex : Female 50.0% 47.8% 45.8% 50.0% 42.9% 40.0%
Source : Routine, birth, etc 15.4% 13.0% 12.5% 15.0% 14.3% 15.0%
Source : Another hospital 11.5% 17.4% 16.7% 15.0% 19.0% 15.0%
Source : Another health facility including LTC 19.2% 13.0% 16.7% 10.0% 14.3% 20.0%
Source : Emergency department 11.5% 21.7% 12.5% 15.0% 14.3% 15.0%
Source : Unknown 19.2% 13.0% 16.7% 20.0% 14.3% 10.0%
Source : Court/Law enforcement 15.4% 13.0% 12.5% 10.0% 14.3% 15.0%
Disposition : Died in hospital 80.8% 82.6% 75.0% 70.0% 61.9% 60.0%
Payer : Medicare 11.5% 13.0% 16.7% 10.0% 9.5% 10.0%
Payer : Medicaid 7.7% 13.0% 12.5% 10.0% 14.3% 20.0%
Payer : Private insurance 15.4% 13.0% 12.5% 15.0% 14.3% 0%
Payer : Self-pay 11.5% 13.0% 12.5% 20.0% 14.3% 15.0%
Payer : Other payer 19.2% 13.0% 12.5% 15.0% 9.5% 15.0%
Payer : Unknown payer 11.5% 13.0% 8.3% 10.0% 9.5% 15.0%
Payer : No charge 15.4% 13.0% 12.5% 0% 14.3% 10.0%
Race : White 15.4% 17.4% 8.3% 15.0% 9.5% 10.0%
Race : Black 11.5% 8.7% 8.3% 15.0% 9.5% 15.0%
Race : Hispanic 15.4% 13.0% 12.5% 15.0% 14.3% 10.0%
Race : Asian or Pacific Islander 11.5% 8.7% 12.5% 10.0% 14.3% 10.0%
Race : Native American 15.4% 17.4% 12.5% 10.0% 9.5% 10.0%
Race : Other 11.5% 13.0% 16.7% 15.0% 14.3% 15.0%
Race : Race missing, unknown 11.5% 8.7% 12.5% 10.0% 14.3% 10.0%
Disposition : Transfer other SNF, ICF, etc. 0% 0% 8.3% 10.0% 14.3% 10.0%
Disposition : Routine 0% 0% 0% 0% 9.5% 10.0%
Age Distribution
Age Count
20 - 39 20
100 - 119 20
40 - 59 190
60 - 79 490
80 - 99 620
Mean age First quartile Median Third quartile
75.84 years 66 years 78 years 88 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 290 580 430
Sex : Male 62.1% 53.4% 44.2%
Sex : Female 34.5% 46.6% 53.5%
Source : Routine, birth, etc 13.8% 15.5% 16.3%
Source : Another hospital 17.2% 17.2% 16.3%
Source : Another health facility including LTC 10.3% 17.2% 20.9%
Source : Emergency department 17.2% 15.5% 14.0%
Source : Unknown 17.2% 19.0% 14.0%
Source : Court/Law enforcement 13.8% 13.8% 14.0%
Disposition : Died in hospital 72.4% 70.7% 76.7%
Disposition : Transfer other SNF, ICF, etc. 6.9% 12.1% 11.6%
Payer : Medicare 10.3% 13.8% 11.6%
Payer : Medicaid 13.8% 12.1% 16.3%
Payer : Private insurance 13.8% 13.8% 11.6%
Payer : Other payer 17.2% 13.8% 14.0%
Payer : Unknown payer 10.3% 13.8% 11.6%
Payer : No charge 10.3% 13.8% 11.6%
Payer : Self-pay 13.8% 13.8% 16.3%
Race : White 10.3% 15.5% 14.0%
Race : Black 10.3% 12.1% 14.0%
Race : Hispanic 13.8% 13.8% 11.6%
Race : Asian or Pacific Islander 10.3% 13.8% 11.6%
Race : Native American 17.2% 12.1% 14.0%
Race : Other 13.8% 19.0% 11.6%
Race : Race missing, unknown 13.8% 12.1% 14.0%
Disposition : Routine 10.3% 6.9% 0%
Disposition : Transfer to short-term hospital 0% 3.4% 0%
Disposition : Home Health Care 0% 3.4% 0%
Procedure Distribution
Procedure Code Description Count
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 1180
P3897 Central venous catheter placement with guidance 20
P8703 Computerized axial tomography of head 20
P9962 Other electric countershock of heart 30
P9604 Insertion of endotracheal tube 1360
P0017 Infusion of vasopressor agent 40
P966 Enteral infusion of concentrated nutritional substances 20
P8872 Diagnostic ultrasound of heart 50
P3891 Arterial catheterization 110
P9921 Injection of antibiotic 30
P9960 Cardiopulmonary resuscitation, not otherwise specified 270
P5794 Insertion of indwelling urinary catheter 20
P0331 Spinal tap 30
P9904 Transfusion of packed cells 230
P3893 Venous catheterization, not elsewhere classified 590
P3404 Insertion of intercostal catheter for drainage 20
P3893_2 Venous catheterization, not elsewhere classified 2nd 30
P9905 Transfusion of platelets 40
P3995 Hemodialysis 70
P3491 Thoracentesis 20
P3895 Venous catheterization for renal dialysis 60
P9396 Other oxygen enrichment 30
P3324 Closed [endoscopic] biopsy of bronchus 40
P9390 Non-invasive mechanical ventilation 70
P9907 Transfusion of other serum 100
DRG Distribution
DRG Code Description Count
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 1360
Diagnosis Distribution
Diagnosis Code Description Primary POA All
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 80
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0 0 20
D42789 Other specified cardiac dysrhythmias 0 0 30
D496 Chronic airway obstruction, not elsewhere classified 0 0 50
D78552 Septic shock 0 0 270
D4280 Congestive heart failure, unspecified 0 0 100
D3051 Tobacco use disorder 0 0 30
D5859 Chronic kidney disease, unspecified 0 0 50
D2761 Hyposmolality and/or hyponatremia 0 0 40
D5845 Acute kidney failure with lesion of tubular necrosis 0 0 40
D5849 Acute kidney failure, unspecified 0 0 200
D2875 Thrombocytopenia, unspecified 0 0 40
D41071 Subendocardial infarction, initial episode of care 0 0 20
D03849 Other septicemia due to gram-negative organisms 40 0 0
D27800 Obesity, unspecified 0 0 20
DV667 Encounter for palliative care 0 0 30
D78039 Other convulsions 0 0 20
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0 0 20
D03842 Septicemia due to escherichia coli [E. coli] 50 0 0
D03840 Septicemia due to gram-negative organism, unspecified 20 0 0
D99592 Severe sepsis 0 0 350
D4589 Hypotension, unspecified 0 0 30
D99591 Sepsis 0 0 70
D51881 Acute respiratory failure 0 0 370
D42731 Atrial fibrillation 0 0 90
D4254 Other primary cardiomyopathies 0 0 20
D2767 Hyperpotassemia 0 0 70
D486 Pneumonia, organism unspecified 0 0 150
D2762 Acidosis 0 0 160
D2760 Hyperosmolality and/or hypernatremia 0 0 20
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 80
D2948 Other persistent mental disorders due to conditions classified elsewhere 0 0 40
D79902 Hypoxemia 0 0 20
D2768 Hypopotassemia 0 0 40
D41401 Coronary atherosclerosis of native coronary artery 0 0 40
DV1582 Personal history of tobacco use 0 0 50
D2724 Other and unspecified hyperlipidemia 0 0 60
D4019 Unspecified essential hypertension 0 0 150
D5990 Urinary tract infection, site not specified 0 0 110
D4275 Cardiac arrest 0 0 60
D03819 Other staphylococcal septicemia 20 0 0
D2859 Anemia, unspecified 0 0 90
D570 Acute and subacute necrosis of liver 0 0 30
D2866 Defibrination syndrome 0 0 20
D2449 Unspecified acquired hypothyroidism 0 0 40
D2869 Other and unspecified coagulation defects 0 0 20
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 50
D40391 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage V or end stage renal disease 0 0 20
D0382 Pneumococcal septicemia [Streptococcus pneumoniae septicemia] 20 0 0
D70703 Pressure ulcer, lower back 0 0 20
D0380 Streptococcal septicemia 30 0 0
D53081 Esophageal reflux 0 0 30
D27651 Dehydration 0 0 80
D5789 Hemorrhage of gastrointestinal tract, unspecified 0 0 30
D2639 Unspecified protein-calorie malnutrition 0 0 40
D0388 Other specified septicemias 20 0 0
D0389 Unspecified septicemia 1020 0 360
D412 Old myocardial infarction 0 0 20
D03811 Methicillin susceptible Staphylococcus aureus septicemia 50 0 0
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 60
EE8490 Accident in home 70
EE8499 Accidents occurring in unspecified place 30