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)

420

Sex Count
Male 240
Female 180
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 17.04 days FQ: 11 days Median: 15 days TQ: 20 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Discharged or Transferred alive ( N1_d )

Mean ΔT: 15.75 days FQ: 10 days Median: 14 days TQ: 19 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 70
Another hospital 80
Another health facility including LTC 60
Unknown 60
Court/Law enforcement 60
Emergency department 70
Disposition Distribution
Disposition Count
Routine 80
Transfer to short-term hospital 30
Home Health Care 50
Transfer other SNF, ICF, etc. 230
Payer Distribution
Payer Count
Medicare 50
Medicaid 50
Private insurance 60
Self-pay 60
Other payer 60
Unknown payer 70
No charge 50
Race Distribution
Race Count
White 50
Black 50
Hispanic 70
Asian or Pacific Islander 50
Native American 50
Other 70
Race missing, unknown 60
State variation
S1 S2
Count 220 200
Sex : Male 59.1% 55.0%
Sex : Female 40.9% 40.0%
Source : Routine, birth, etc 13.6% 20.0%
Source : Another hospital 13.6% 20.0%
Source : Another health facility including LTC 18.2% 10.0%
Source : Emergency department 13.6% 15.0%
Source : Unknown 13.6% 10.0%
Source : Court/Law enforcement 13.6% 15.0%
Disposition : Routine 18.2% 20.0%
Disposition : Home Health Care 9.1% 15.0%
Disposition : Transfer other SNF, ICF, etc. 54.5% 50.0%
Payer : Medicare 13.6% 10.0%
Payer : Medicaid 9.1% 10.0%
Payer : Private insurance 13.6% 10.0%
Payer : Self-pay 13.6% 10.0%
Payer : Other payer 13.6% 15.0%
Payer : Unknown payer 13.6% 15.0%
Payer : No charge 9.1% 10.0%
Race : White 13.6% 10.0%
Race : Black 13.6% 10.0%
Race : Hispanic 13.6% 15.0%
Race : Asian or Pacific Islander 13.6% 10.0%
Race : Native American 9.1% 10.0%
Race : Other 13.6% 15.0%
Race : Race missing, unknown 13.6% 15.0%
Disposition : Transfer to short-term hospital 9.1% 0%
Yearly variation
Count
Age Distribution
Age Count
80 - 99 150
40 - 59 60
60 - 79 170
Mean age First quartile Median Third quartile
72.58 years 63 years 74 years 86 years
85 >= Age > 65 Age > 85
Count 190 100
Sex : Male 57.9% 50.0%
Sex : Female 42.1% 50.0%
Source : Emergency department 15.8% 20.0%
Disposition : Transfer other SNF, ICF, etc. 57.9% 70.0%
Source : Routine, birth, etc 15.8% 0%
Source : Another hospital 15.8% 0%
Source : Another health facility including LTC 15.8% 0%
Source : Unknown 10.5% 0%
Source : Court/Law enforcement 10.5% 0%
Disposition : Routine 10.5% 0%
Disposition : Home Health Care 10.5% 0%
Payer : Medicare 10.5% 0%
Payer : Medicaid 10.5% 0%
Payer : Private insurance 10.5% 0%
Payer : Other payer 15.8% 0%
Payer : Unknown payer 15.8% 0%
Payer : No charge 10.5% 0%
Payer : Self-pay 10.5% 0%
Race : White 10.5% 0%
Race : Black 10.5% 0%
Race : Hispanic 10.5% 0%
Race : Asian or Pacific Islander 15.8% 0%
Race : Native American 10.5% 0%
Race : Other 15.8% 0%
Race : Race missing, unknown 15.8% 0%
Procedure Distribution
Procedure Code Description Count
P3895 Venous catheterization for renal dialysis 20
P3893_2 Venous catheterization, not elsewhere classified 2nd 30
P9604 Insertion of endotracheal tube 420
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 30
P9904 Transfusion of packed cells 100
P966 Enteral infusion of concentrated nutritional substances 20
P8872 Diagnostic ultrasound of heart 30
P3891 Arterial catheterization 20
P3324 Closed [endoscopic] biopsy of bronchus 50
P3893 Venous catheterization, not elsewhere classified 220
P9390 Non-invasive mechanical ventilation 30
P3995 Hemodialysis 20
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 360
DRG Distribution
DRG Code Description Count
DG575 DRG V24 : SEPTICEMIA W MV 96+ HOURS AGE >17 420
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D486 Pneumonia, organism unspecified 0 0 40
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 20
D2762 Acidosis 0 0 20
D2859 Anemia, unspecified 0 0 30
D2760 Hyperosmolality and/or hypernatremia 0 0 20
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 20
D4280 Congestive heart failure, unspecified 0 0 30
D78552 Septic shock 0 0 60
D2761 Hyposmolality and/or hyponatremia 0 0 20
D03842 Septicemia due to escherichia coli [E. coli] 20 0 0
D2768 Hypopotassemia 0 0 30
D99592 Severe sepsis 0 0 100
D0380 Streptococcal septicemia 30 0 0
D99591 Sepsis 0 0 20
D03811 Methicillin susceptible Staphylococcus aureus septicemia 20 0 0
D4019 Unspecified essential hypertension 0 0 30
D5990 Urinary tract infection, site not specified 0 0 20
D51881 Acute respiratory failure 0 0 110
D0389 Unspecified septicemia 270 0 70
D5849 Acute kidney failure, unspecified 0 0 40
D42731 Atrial fibrillation 0 0 20
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 60