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)

1,170

Sex Count
Male 600
Female 560
In hospital
Mortality

72.65 %

Length of Stay Distribution
Mean LOS: 4.87 days FQ: 1 days Median: 3 days TQ: 7 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Continuous invasive mechanical ventilation for less than 96 consecutive hours ( P9671 )

Mean ΔT: 0.03 days FQ: 0 days Median: 0 days TQ: 0 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 190
Another hospital 200
Another health facility including LTC 200
Emergency department 180
Unknown 210
Court/Law enforcement 170
Disposition Distribution
Disposition Count
Routine 80
Transfer to short-term hospital 50
Home Health Care 40
Died in hospital 850
Transfer other SNF, ICF, etc. 130
Payer Distribution
Payer Count
Medicare 140
Medicaid 170
Private insurance 170
Self-pay 180
Other payer 180
Unknown payer 150
No charge 160
Race Distribution
Race Count
White 160
Black 160
Hispanic 180
Asian or Pacific Islander 150
Native American 160
Other 180
Race missing, unknown 150
State variation
S1 S2
Count 570 590
Sex : Male 50.9% 50.8%
Sex : Female 47.4% 49.2%
Source : Routine, birth, etc 14.0% 16.9%
Source : Another hospital 15.8% 16.9%
Source : Another health facility including LTC 17.5% 16.9%
Source : Emergency department 15.8% 15.3%
Source : Unknown 19.3% 15.3%
Source : Court/Law enforcement 12.3% 16.9%
Disposition : Routine 7.0% 6.8%
Disposition : Transfer to short-term hospital 3.5% 5.1%
Disposition : Died in hospital 73.7% 72.9%
Disposition : Transfer other SNF, ICF, etc. 10.5% 10.2%
Disposition : Home Health Care 3.5% 3.4%
Payer : Medicare 12.3% 11.9%
Payer : Medicaid 15.8% 13.6%
Payer : Private insurance 14.0% 13.6%
Payer : Other payer 15.8% 15.3%
Payer : Unknown payer 10.5% 13.6%
Payer : No charge 14.0% 11.9%
Payer : Self-pay 14.0% 15.3%
Race : White 12.3% 15.3%
Race : Black 14.0% 11.9%
Race : Hispanic 14.0% 15.3%
Race : Asian or Pacific Islander 12.3% 13.6%
Race : Native American 14.0% 13.6%
Race : Other 15.8% 15.3%
Race : Race missing, unknown 14.0% 11.9%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 220 190 200 170 180 180
Sex : Male 50.0% 52.6% 50.0% 41.2% 55.6% 55.6%
Sex : Female 50.0% 47.4% 50.0% 52.9% 44.4% 38.9%
Source : Routine, birth, etc 13.6% 10.5% 15.0% 11.8% 16.7% 16.7%
Source : Another hospital 9.1% 15.8% 15.0% 17.6% 16.7% 16.7%
Source : Another health facility including LTC 18.2% 15.8% 15.0% 11.8% 16.7% 16.7%
Source : Emergency department 13.6% 21.1% 10.0% 17.6% 11.1% 16.7%
Source : Unknown 18.2% 10.5% 15.0% 17.6% 16.7% 11.1%
Source : Court/Law enforcement 13.6% 15.8% 15.0% 11.8% 11.1% 11.1%
Disposition : Died in hospital 81.8% 78.9% 75.0% 70.6% 66.7% 61.1%
Payer : Medicare 9.1% 10.5% 15.0% 11.8% 11.1% 0%
Payer : Medicaid 9.1% 10.5% 15.0% 11.8% 16.7% 16.7%
Payer : Private insurance 13.6% 10.5% 15.0% 17.6% 11.1% 0%
Payer : Self-pay 9.1% 10.5% 15.0% 17.6% 16.7% 11.1%
Payer : Other payer 18.2% 10.5% 10.0% 17.6% 11.1% 16.7%
Payer : Unknown payer 13.6% 10.5% 10.0% 0% 11.1% 16.7%
Payer : No charge 13.6% 10.5% 10.0% 0% 11.1% 11.1%
Race : White 13.6% 15.8% 10.0% 11.8% 11.1% 11.1%
Race : Black 9.1% 10.5% 10.0% 11.8% 11.1% 16.7%
Race : Hispanic 13.6% 15.8% 15.0% 11.8% 11.1% 11.1%
Race : Asian or Pacific Islander 13.6% 10.5% 15.0% 11.8% 11.1% 11.1%
Race : Native American 13.6% 15.8% 15.0% 11.8% 11.1% 11.1%
Race : Other 13.6% 10.5% 15.0% 11.8% 16.7% 16.7%
Race : Race missing, unknown 9.1% 10.5% 15.0% 11.8% 16.7% 0%
Disposition : Transfer other SNF, ICF, etc. 0% 0% 10.0% 11.8% 11.1% 11.1%
Disposition : Routine 0% 0% 0% 0% 0% 11.1%
Age Distribution
Age Count
40 - 59 170
60 - 79 420
80 - 99 540
Mean age First quartile Median Third quartile
75.91 years 66 years 79 years 87 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 250 510 370
Sex : Male 60.0% 51.0% 43.2%
Sex : Female 36.0% 47.1% 56.8%
Source : Routine, birth, etc 16.0% 13.7% 16.2%
Source : Another hospital 16.0% 17.6% 16.2%
Source : Another health facility including LTC 12.0% 17.6% 18.9%
Source : Emergency department 16.0% 15.7% 13.5%
Source : Unknown 20.0% 17.6% 16.2%
Source : Court/Law enforcement 12.0% 13.7% 13.5%
Disposition : Died in hospital 68.0% 70.6% 75.7%
Disposition : Transfer other SNF, ICF, etc. 0% 11.8% 10.8%
Payer : Medicare 8.0% 11.8% 10.8%
Payer : Medicaid 12.0% 11.8% 16.2%
Payer : Private insurance 16.0% 15.7% 10.8%
Payer : Self-pay 12.0% 13.7% 16.2%
Payer : Other payer 16.0% 13.7% 13.5%
Payer : Unknown payer 8.0% 13.7% 10.8%
Payer : No charge 12.0% 13.7% 10.8%
Race : White 8.0% 13.7% 13.5%
Race : Black 12.0% 11.8% 16.2%
Race : Hispanic 16.0% 13.7% 13.5%
Race : Asian or Pacific Islander 12.0% 13.7% 10.8%
Race : Native American 16.0% 11.8% 13.5%
Race : Other 12.0% 17.6% 10.8%
Race : Race missing, unknown 12.0% 11.8% 13.5%
Disposition : Routine 12.0% 5.9% 0%
Disposition : Transfer to short-term hospital 0% 3.9% 0%
Disposition : Home Health Care 0% 3.9% 0%
Procedure Distribution
Procedure Code Description Count
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 1170
P3897 Central venous catheter placement with guidance 20
P9962 Other electric countershock of heart 20
P9604 Insertion of endotracheal tube 1170
P0017 Infusion of vasopressor agent 30
P8872 Diagnostic ultrasound of heart 30
P3891 Arterial catheterization 90
P9921 Injection of antibiotic 20
P9960 Cardiopulmonary resuscitation, not otherwise specified 200
P5794 Insertion of indwelling urinary catheter 20
P0331 Spinal tap 30
P9904 Transfusion of packed cells 190
P3893 Venous catheterization, not elsewhere classified 510
P3893_2 Venous catheterization, not elsewhere classified 2nd 20
P9905 Transfusion of platelets 40
P3995 Hemodialysis 60
P3895 Venous catheterization for renal dialysis 40
P9396 Other oxygen enrichment 30
P3324 Closed [endoscopic] biopsy of bronchus 30
P9390 Non-invasive mechanical ventilation 60
P9907 Transfusion of other serum 80
DRG Distribution
DRG Code Description Count
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 1170
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D496 Chronic airway obstruction, not elsewhere classified 0 0 40
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 80
D42789 Other specified cardiac dysrhythmias 0 0 20
D78552 Septic shock 0 0 240
D4280 Congestive heart failure, unspecified 0 0 80
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 30
D5849 Acute kidney failure, unspecified 0 0 170
D2875 Thrombocytopenia, unspecified 0 0 30
D41071 Subendocardial infarction, initial episode of care 0 0 20
D03849 Other septicemia due to gram-negative organisms 40 0 0
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] 40 0 0
D03840 Septicemia due to gram-negative organism, unspecified 20 0 0
D99592 Severe sepsis 0 0 310
D4589 Hypotension, unspecified 0 0 20
D99591 Sepsis 0 0 60
D51881 Acute respiratory failure 0 0 330
D42731 Atrial fibrillation 0 0 80
D2767 Hyperpotassemia 0 0 60
D486 Pneumonia, organism unspecified 0 0 130
D2762 Acidosis 0 0 140
D2760 Hyperosmolality and/or hypernatremia 0 0 20
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 70
D2948 Other persistent mental disorders due to conditions classified elsewhere 0 0 40
D2768 Hypopotassemia 0 0 40
D41401 Coronary atherosclerosis of native coronary artery 0 0 30
DV1582 Personal history of tobacco use 0 0 40
D2724 Other and unspecified hyperlipidemia 0 0 50
D4019 Unspecified essential hypertension 0 0 130
D5990 Urinary tract infection, site not specified 0 0 100
D4275 Cardiac arrest 0 0 40
D2859 Anemia, unspecified 0 0 80
D570 Acute and subacute necrosis of liver 0 0 20
D2866 Defibrination syndrome 0 0 20
D2449 Unspecified acquired hypothyroidism 0 0 30
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 40
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 20
D27651 Dehydration 0 0 80
D5789 Hemorrhage of gastrointestinal tract, unspecified 0 0 20
D2639 Unspecified protein-calorie malnutrition 0 0 30
D0389 Unspecified septicemia 890 0 320
D03811 Methicillin susceptible Staphylococcus aureus septicemia 40 0 0
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 60
EE8490 Accident in home 60
EE8499 Accidents occurring in unspecified place 20