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 all sources ( N1_a ) followed by Insertion of endotracheal tube ( P9604 )

In visits with Primary Diagnosis: Unspecified septicemia ( D0389 )

Adult patients (Age > 20 years)

Visits
Adult patients (Age > 20 years)

640

Sex Count
Male 320
Female 310
In hospital
Mortality

60.94 %

Length of Stay Distribution
Mean LOS: 9.5 days FQ: 1 days Median: 6 days TQ: 14 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: 1.58 days FQ: 0 days Median: 0 days TQ: 1 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 110
Another hospital 100
Another health facility including LTC 110
Unknown 100
Court/Law enforcement 100
Emergency department 100
Disposition Distribution
Disposition Count
Routine 50
Transfer to short-term hospital 30
Home Health Care 30
Died in hospital 390
Transfer other SNF, ICF, etc. 120
Payer Distribution
Payer Count
Medicare 80
Medicaid 80
Private insurance 80
Self-pay 100
Other payer 80
Unknown payer 80
No charge 100
Race Distribution
Race Count
White 80
Black 90
Hispanic 90
Asian or Pacific Islander 90
Native American 90
Other 90
Race missing, unknown 80
State variation
S1 S2
Count 320 310
Sex : Male 53.1% 48.4%
Sex : Female 46.9% 51.6%
Source : Routine, birth, etc 18.8% 16.1%
Source : Another hospital 15.6% 16.1%
Source : Another health facility including LTC 15.6% 16.1%
Source : Emergency department 15.6% 16.1%
Source : Unknown 15.6% 16.1%
Source : Court/Law enforcement 12.5% 16.1%
Disposition : Routine 9.4% 6.5%
Disposition : Died in hospital 59.4% 61.3%
Disposition : Transfer other SNF, ICF, etc. 18.8% 19.4%
Payer : Medicare 15.6% 9.7%
Payer : Private insurance 12.5% 9.7%
Payer : Self-pay 18.8% 12.9%
Payer : Other payer 12.5% 12.9%
Payer : Unknown payer 9.4% 16.1%
Payer : No charge 12.5% 16.1%
Payer : Medicaid 12.5% 12.9%
Race : White 9.4% 12.9%
Race : Black 18.8% 9.7%
Race : Hispanic 12.5% 12.9%
Race : Asian or Pacific Islander 9.4% 16.1%
Race : Native American 12.5% 12.9%
Race : Other 15.6% 12.9%
Race : Race missing, unknown 15.6% 9.7%
Disposition : Transfer to short-term hospital 6.3% 0%
Yearly variation
2006 2007 2008 2010
Count 110 100 110 120
Sex : Male 45.5% 50.0% 45.5% 58.3%
Sex : Female 45.5% 50.0% 45.5% 41.7%
Source : Routine, birth, etc 18.2% 0% 0% 16.7%
Source : Emergency department 18.2% 20.0% 0% 0%
Disposition : Died in hospital 72.7% 70.0% 54.5% 58.3%
Payer : Other payer 18.2% 0% 0% 0%
Race : Other 18.2% 20.0% 0% 0%
Source : Court/Law enforcement 0% 20.0% 0% 16.7%
Payer : Self-pay 0% 20.0% 0% 0%
Source : Another health facility including LTC 0% 0% 18.2% 16.7%
Source : Unknown 0% 0% 18.2% 0%
Payer : No charge 0% 0% 18.2% 16.7%
Source : Another hospital 0% 0% 0% 16.7%
Disposition : Transfer other SNF, ICF, etc. 0% 0% 0% 25.0%
Payer : Medicare 0% 0% 0% 16.7%
Race : Hispanic 0% 0% 0% 16.7%
Race : Asian or Pacific Islander 0% 0% 0% 16.7%
Age Distribution
Age Count
80 - 99 280
40 - 59 80
60 - 79 240
20 - 39 20
Mean age First quartile Median Third quartile
75.01 years 65 years 78 years 87 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 130 280 190
Sex : Male 53.8% 50.0% 42.1%
Sex : Female 38.5% 50.0% 52.6%
Source : Routine, birth, etc 15.4% 14.3% 15.8%
Source : Another hospital 15.4% 17.9% 10.5%
Source : Another health facility including LTC 15.4% 17.9% 15.8%
Source : Emergency department 15.4% 14.3% 15.8%
Source : Unknown 15.4% 14.3% 15.8%
Source : Court/Law enforcement 0% 14.3% 15.8%
Disposition : Transfer to short-term hospital 0% 7.1% 0%
Disposition : Died in hospital 61.5% 57.1% 68.4%
Disposition : Transfer other SNF, ICF, etc. 0% 21.4% 15.8%
Payer : Medicare 0% 14.3% 10.5%
Payer : Medicaid 15.4% 7.1% 15.8%
Payer : Private insurance 0% 10.7% 10.5%
Payer : Self-pay 15.4% 17.9% 15.8%
Payer : Other payer 0% 10.7% 10.5%
Payer : Unknown payer 0% 17.9% 10.5%
Payer : No charge 0% 14.3% 15.8%
Race : White 0% 10.7% 10.5%
Race : Black 0% 10.7% 15.8%
Race : Hispanic 15.4% 10.7% 10.5%
Race : Asian or Pacific Islander 0% 14.3% 10.5%
Race : Native American 0% 10.7% 15.8%
Race : Other 0% 17.9% 10.5%
Race : Race missing, unknown 0% 10.7% 10.5%
Procedure Distribution
Procedure Code Description Count
P9604 Insertion of endotracheal tube 640
P9904 Transfusion of packed cells 130
P3895 Venous catheterization for renal dialysis 20
P3891 Arterial catheterization 40
P3324 Closed [endoscopic] biopsy of bronchus 40
P3893 Venous catheterization, not elsewhere classified 270
P3893_2 Venous catheterization, not elsewhere classified 2nd 20
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 350
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 180
P311 Temporary tracheostomy 20
P9960 Cardiopulmonary resuscitation, not otherwise specified 100
P9905 Transfusion of platelets 20
P9390 Non-invasive mechanical ventilation 30
P3995 Hemodialysis 30
P9907 Transfusion of other serum 40
DRG Distribution
DRG Code Description Count
DG578 DRG V24 : INFECTIOUS & PARASITIC DISEASES W O.R. PROCEDURE 40
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 380
DG542 DRG V24 : TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W/O MAJ O.R. 30
DG575 DRG V24 : SEPTICEMIA W MV 96+ HOURS AGE >17 160
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D2767 Hyperpotassemia 0 0 20
D486 Pneumonia, organism unspecified 0 0 80
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 40
D2762 Acidosis 0 0 50
D2859 Anemia, unspecified 0 0 30
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 40
D4280 Congestive heart failure, unspecified 0 0 40
D78552 Septic shock 0 0 120
D27651 Dehydration 0 0 30
D2761 Hyposmolality and/or hyponatremia 0 0 20
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 20
D99592 Severe sepsis 0 0 160
D99591 Sepsis 0 0 30
D4019 Unspecified essential hypertension 0 0 50
D5990 Urinary tract infection, site not specified 0 0 40
D51881 Acute respiratory failure 0 0 160
D0389 Unspecified septicemia 640 0 580
D5849 Acute kidney failure, unspecified 0 0 70
D42731 Atrial fibrillation 0 0 40
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 50
EE8490 Accident in home 30