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.

Admission via ED ( N1_e ) followed by Discharge, Transferred or Died ( N1_x )

In visits with Primary Diagnosis: Unspecified septicemia ( D0389 )

Adult patients (Age > 20 years)

Visits
Adult patients (Age > 20 years)

900

Sex Count
Male 410
Female 480
In hospital
Mortality

20.0 %

Length of Stay Distribution
Mean LOS: 7.01 days FQ: 2 days Median: 4 days TQ: 8 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Admission via ED ( N1_e ) followed by Discharge, Transferred or Died ( N1_x )

Mean ΔT: 7.01 days FQ: 2 days Median: 4 days TQ: 8 days

Variation by ΔT for

Source Distribution
Source Count
Emergency department 900
Disposition Distribution
Disposition Count
Routine 310
Transfer to short-term hospital 30
Home Health Care 80
Died in hospital 180
Transfer other SNF, ICF, etc. 260
Payer Distribution
Payer Count
Medicare 130
Medicaid 120
Private insurance 140
Self-pay 110
Other payer 110
Unknown payer 120
No charge 140
Race Distribution
Race Count
White 150
Black 120
Hispanic 120
Asian or Pacific Islander 130
Native American 120
Other 110
Race missing, unknown 130
State variation
S1 S2
Count 490 410
Sex : Male 44.9% 46.3%
Sex : Female 53.1% 51.2%
Source : Emergency department 100.0% 100.0%
Disposition : Routine 36.7% 31.7%
Disposition : Home Health Care 8.2% 9.8%
Disposition : Died in hospital 20.4% 19.5%
Disposition : Transfer other SNF, ICF, etc. 26.5% 29.3%
Payer : Medicare 14.3% 14.6%
Payer : Medicaid 14.3% 12.2%
Payer : Private insurance 14.3% 14.6%
Payer : Self-pay 12.2% 12.2%
Payer : Other payer 14.3% 9.8%
Payer : Unknown payer 10.2% 14.6%
Payer : No charge 16.3% 14.6%
Race : White 14.3% 17.1%
Race : Black 12.2% 12.2%
Race : Hispanic 12.2% 12.2%
Race : Asian or Pacific Islander 14.3% 12.2%
Race : Native American 14.3% 12.2%
Race : Other 12.2% 9.8%
Race : Race missing, unknown 14.3% 12.2%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 160 130 120 150 160 160
Sex : Male 43.8% 38.5% 41.7% 40.0% 43.8% 56.3%
Sex : Female 50.0% 53.8% 58.3% 53.3% 56.3% 43.8%
Source : Emergency department 100.0% 100.0% 100.0% 100.0% 100.0% 100.0%
Disposition : Routine 18.8% 23.1% 33.3% 33.3% 37.5% 50.0%
Disposition : Died in hospital 31.3% 23.1% 16.7% 13.3% 12.5% 12.5%
Disposition : Transfer other SNF, ICF, etc. 31.3% 30.8% 33.3% 26.7% 18.8% 18.8%
Payer : Medicare 12.5% 0% 16.7% 0% 18.8% 12.5%
Payer : Private insurance 18.8% 0% 16.7% 13.3% 12.5% 12.5%
Payer : Other payer 12.5% 0% 0% 13.3% 12.5% 12.5%
Payer : Unknown payer 12.5% 15.4% 0% 0% 12.5% 12.5%
Payer : No charge 12.5% 15.4% 16.7% 13.3% 12.5% 12.5%
Race : White 12.5% 15.4% 16.7% 13.3% 12.5% 12.5%
Race : Black 12.5% 0% 0% 0% 0% 18.8%
Race : Asian or Pacific Islander 12.5% 15.4% 16.7% 13.3% 12.5% 0%
Race : Native American 12.5% 15.4% 0% 0% 12.5% 12.5%
Race : Race missing, unknown 12.5% 0% 0% 13.3% 12.5% 12.5%
Payer : Medicaid 0% 15.4% 0% 13.3% 12.5% 12.5%
Race : Hispanic 0% 0% 0% 13.3% 12.5% 12.5%
Race : Other 0% 0% 0% 13.3% 0% 12.5%
Disposition : Home Health Care 0% 0% 0% 0% 12.5% 0%
Payer : Self-pay 0% 0% 0% 0% 12.5% 12.5%
Age Distribution
Age Count
20 - 39 40
100 - 119 20
40 - 59 110
60 - 79 260
80 - 99 450
Mean age First quartile Median Third quartile
76.04 years 65 years 81 years 89 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 150 320 340
Sex : Male 60.0% 46.9% 38.2%
Sex : Female 40.0% 53.1% 58.8%
Source : Emergency department 100.0% 100.0% 100.0%
Disposition : Routine 60.0% 31.3% 14.7%
Disposition : Died in hospital 13.3% 18.8% 23.5%
Disposition : Transfer other SNF, ICF, etc. 0% 31.3% 38.2%
Disposition : Home Health Care 0% 9.4% 8.8%
Payer : Medicare 0% 15.6% 14.7%
Payer : Medicaid 13.3% 12.5% 11.8%
Payer : Private insurance 13.3% 12.5% 14.7%
Payer : Self-pay 0% 12.5% 11.8%
Payer : Other payer 13.3% 9.4% 11.8%
Payer : Unknown payer 0% 12.5% 11.8%
Payer : No charge 13.3% 15.6% 14.7%
Race : White 20.0% 12.5% 17.6%
Race : Black 0% 12.5% 14.7%
Race : Asian or Pacific Islander 13.3% 12.5% 11.8%
Race : Native American 13.3% 12.5% 11.8%
Race : Other 0% 15.6% 8.8%
Race : Race missing, unknown 13.3% 15.6% 11.8%
Race : Hispanic 13.3% 12.5% 11.8%
Procedure Distribution
Procedure Code Description Count
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 20
P9604 Insertion of endotracheal tube 100
P8872 Diagnostic ultrasound of heart 30
P9921 Injection of antibiotic 20
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 50
P9960 Cardiopulmonary resuscitation, not otherwise specified 20
P9904 Transfusion of packed cells 100
P3893 Venous catheterization, not elsewhere classified 140
P3995 Hemodialysis 20
P9390 Non-invasive mechanical ventilation 30
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 70
P9907 Transfusion of other serum 20
DRG Distribution
DRG Code Description Count
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 750
DG578 DRG V24 : INFECTIOUS & PARASITIC DISEASES W O.R. PROCEDURE 80
DG575 DRG V24 : SEPTICEMIA W MV 96+ HOURS AGE >17 40
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D496 Chronic airway obstruction, not elsewhere classified 0 0 30
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 50
D78552 Septic shock 0 0 70
D3051 Tobacco use disorder 0 0 20
D5990 Urinary tract infection, site not specified 0 0 110
D4280 Congestive heart failure, unspecified 0 0 30
D5849 Acute kidney failure, unspecified 0 0 80
D0414 Escherichia coli [E. coli] infection in conditions classified elsewhere and of unspecified site 0 0 20
D3310 Alzheimer's disease 0 0 20
D2859 Anemia, unspecified 0 0 50
D2449 Unspecified acquired hypothyroidism 0 0 30
D2761 Hyposmolality and/or hyponatremia 0 0 30
D99592 Severe sepsis 0 0 120
D4589 Hypotension, unspecified 0 0 20
D99591 Sepsis 0 0 240
D51881 Acute respiratory failure 0 0 50
D42731 Atrial fibrillation 0 0 50
D486 Pneumonia, organism unspecified 0 0 100
D2762 Acidosis 0 0 30
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 30
D2948 Other persistent mental disorders due to conditions classified elsewhere 0 0 40
D2724 Other and unspecified hyperlipidemia 0 0 30
D41401 Coronary atherosclerosis of native coronary artery 0 0 30
DV1582 Personal history of tobacco use 0 0 30
D2768 Hypopotassemia 0 0 40
D4019 Unspecified essential hypertension 0 0 110
D5859 Chronic kidney disease, unspecified 0 0 30
D27651 Dehydration 0 0 70
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 30
D2639 Unspecified protein-calorie malnutrition 0 0 30
D0389 Unspecified septicemia 900 0 810
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 50
EE8490 Accident in home 30