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)

300

Sex Count
Male 160
Female 140
In hospital
Mortality

20.0 %

Length of Stay Distribution
Mean LOS: 31.07 days FQ: 18 days Median: 26 days TQ: 36 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Continuous invasive mechanical ventilation for 96 consecutive hours or more ( P9672 )

Mean ΔT: 0.48 days FQ: 0 days Median: 0 days TQ: 0 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 40
Another hospital 40
Another health facility including LTC 40
Emergency department 60
Unknown 50
Court/Law enforcement 40
Disposition Distribution
Disposition Count
Transfer to short-term hospital 30
Died in hospital 60
Transfer other SNF, ICF, etc. 160
Payer Distribution
Payer Count
Medicare 30
Medicaid 40
Private insurance 50
Self-pay 30
Other payer 40
Unknown payer 40
No charge 50
Race Distribution
Race Count
White 40
Black 50
Hispanic 40
Asian or Pacific Islander 30
Native American 50
Other 30
Race missing, unknown 40
State variation
S1 S2
Count 150 150
Sex : Male 53.3% 53.3%
Sex : Female 40.0% 46.7%
Source : Another hospital 0% 13.3%
Source : Another health facility including LTC 0% 13.3%
Source : Emergency department 20.0% 20.0%
Source : Unknown 13.3% 13.3%
Source : Court/Law enforcement 13.3% 13.3%
Disposition : Died in hospital 13.3% 20.0%
Disposition : Transfer other SNF, ICF, etc. 60.0% 46.7%
Payer : Medicaid 13.3% 13.3%
Payer : Private insurance 13.3% 13.3%
Payer : Other payer 13.3% 13.3%
Payer : No charge 13.3% 13.3%
Race : Black 13.3% 20.0%
Race : Hispanic 0% 13.3%
Race : Native American 13.3% 13.3%
Race : Asian or Pacific Islander 0% 13.3%
Source : Routine, birth, etc 13.3% 0%
Payer : Unknown payer 13.3% 0%
Race : White 13.3% 0%
Race : Race missing, unknown 13.3% 0%
Yearly variation
Count
Age Distribution
Age Count
80 - 99 110
40 - 59 60
60 - 79 110
Mean age First quartile Median Third quartile
72.11 years 61 years 75 years 84 years
85 >= Age > 65
Count 140
Sex : Male 50.0%
Sex : Female 50.0%
Source : Another hospital 14.3%
Source : Another health facility including LTC 14.3%
Source : Emergency department 14.3%
Source : Unknown 14.3%
Source : Court/Law enforcement 14.3%
Disposition : Died in hospital 21.4%
Disposition : Transfer other SNF, ICF, etc. 50.0%
Payer : Private insurance 14.3%
Payer : No charge 21.4%
Race : White 14.3%
Race : Black 14.3%
Race : Native American 14.3%
Race : Race missing, unknown 14.3%
Procedure Distribution
Procedure Code Description Count
P9604 Insertion of endotracheal tube 300
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 90
P9904 Transfusion of packed cells 50
P3324 Closed [endoscopic] biopsy of bronchus 30
P3893 Venous catheterization, not elsewhere classified 110
P311 Temporary tracheostomy 180
P3129 Other permanent tracheostomy 50
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 300
DRG Distribution
DRG Code Description Count
DG542 DRG V24 : TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W/O MAJ O.R. 300
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D486 Pneumonia, organism unspecified 0 0 30
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 20
D2859 Anemia, unspecified 0 0 20
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 20
D4280 Congestive heart failure, unspecified 0 0 30
D99592 Severe sepsis 0 0 20
D4019 Unspecified essential hypertension 0 0 30
D51881 Acute respiratory failure 60 0 80
D0389 Unspecified septicemia 40 0 30
D5849 Acute kidney failure, unspecified 0 0 20
D42731 Atrial fibrillation 0 0 20
External Causes Distribution
External Cause Code Description Count
EE8490 Accident in home 20
EE8497 Accidents occurring in residential institution 50