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)

530

Sex Count
Male 270
Female 250
In hospital
Mortality

20.75 %

Length of Stay Distribution
Mean LOS: 32.72 days FQ: 18 days Median: 27 days TQ: 39 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Discharge, Transferred or Died ( N1_x )

Mean ΔT: 28.88 days FQ: 16 days Median: 24 days TQ: 35 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 70
Another hospital 80
Another health facility including LTC 80
Emergency department 110
Unknown 80
Court/Law enforcement 80
Disposition Distribution
Disposition Count
Routine 40
Transfer to short-term hospital 60
Home Health Care 30
Died in hospital 110
Transfer other SNF, ICF, etc. 260
Payer Distribution
Payer Count
Medicare 70
Medicaid 70
Private insurance 80
Self-pay 60
Other payer 70
Unknown payer 70
No charge 70
Race Distribution
Race Count
White 60
Black 90
Hispanic 70
Asian or Pacific Islander 60
Native American 70
Other 70
Race missing, unknown 80
State variation
S1 S2
Count 260 260
Sex : Male 50.0% 50.0%
Sex : Female 46.2% 50.0%
Source : Routine, birth, etc 15.4% 11.5%
Source : Another hospital 11.5% 19.2%
Source : Another health facility including LTC 11.5% 15.4%
Source : Emergency department 23.1% 15.4%
Source : Unknown 11.5% 19.2%
Source : Court/Law enforcement 15.4% 11.5%
Disposition : Routine 0% 7.7%
Disposition : Transfer to short-term hospital 7.7% 11.5%
Disposition : Died in hospital 19.2% 23.1%
Disposition : Transfer other SNF, ICF, etc. 57.7% 42.3%
Disposition : Home Health Care 0% 7.7%
Payer : Medicare 15.4% 11.5%
Payer : Medicaid 11.5% 11.5%
Payer : Private insurance 11.5% 15.4%
Payer : Self-pay 11.5% 11.5%
Payer : Other payer 11.5% 11.5%
Payer : Unknown payer 15.4% 11.5%
Payer : No charge 11.5% 15.4%
Race : White 11.5% 11.5%
Race : Black 15.4% 15.4%
Race : Hispanic 11.5% 11.5%
Race : Asian or Pacific Islander 11.5% 11.5%
Race : Native American 11.5% 11.5%
Race : Other 11.5% 11.5%
Race : Race missing, unknown 15.4% 11.5%
Yearly variation
2006 2008
Count 120 100
Sex : Male 50.0% 50.0%
Sex : Female 50.0% 40.0%
Source : Routine, birth, etc 16.7% 20.0%
Source : Another hospital 16.7% 0%
Source : Emergency department 16.7% 0%
Source : Unknown 16.7% 0%
Disposition : Died in hospital 16.7% 20.0%
Disposition : Transfer other SNF, ICF, etc. 50.0% 50.0%
Payer : No charge 16.7% 0%
Race : Black 16.7% 0%
Race : Asian or Pacific Islander 16.7% 0%
Age Distribution
Age Count
40 - 59 90
60 - 79 210
80 - 99 190
Mean age First quartile Median Third quartile
71.8 years 62 years 74 years 84 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 130 240 110
Sex : Male 61.5% 50.0% 36.4%
Sex : Female 38.5% 50.0% 54.5%
Source : Emergency department 23.1% 16.7% 18.2%
Source : Unknown 15.4% 16.7% 18.2%
Disposition : Died in hospital 15.4% 25.0% 18.2%
Disposition : Transfer other SNF, ICF, etc. 53.8% 50.0% 54.5%
Payer : Unknown payer 0% 12.5% 18.2%
Source : Another hospital 15.4% 16.7% 0%
Source : Another health facility including LTC 23.1% 12.5% 0%
Payer : Medicaid 15.4% 12.5% 0%
Payer : Private insurance 15.4% 12.5% 0%
Payer : Medicare 15.4% 12.5% 0%
Race : Black 15.4% 16.7% 0%
Race : Asian or Pacific Islander 15.4% 8.3% 0%
Source : Routine, birth, etc 0% 12.5% 0%
Source : Court/Law enforcement 0% 16.7% 0%
Disposition : Transfer to short-term hospital 0% 12.5% 0%
Payer : Other payer 0% 12.5% 0%
Payer : No charge 0% 16.7% 0%
Payer : Self-pay 0% 8.3% 0%
Race : White 0% 12.5% 0%
Race : Hispanic 0% 12.5% 0%
Race : Native American 0% 12.5% 0%
Race : Other 0% 12.5% 0%
Race : Race missing, unknown 0% 12.5% 0%
Procedure Distribution
Procedure Code Description Count
P3322 Fiber-optic bronchoscopy 30
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 150
P311 Temporary tracheostomy 300
P9604 Insertion of endotracheal tube 530
P3891 Arterial catheterization 20
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 320
P9960 Cardiopulmonary resuscitation, not otherwise specified 30
P3893_2 Venous catheterization, not elsewhere classified 2nd 40
P9904 Transfusion of packed cells 100
P3893 Venous catheterization, not elsewhere classified 190
P3129 Other permanent tracheostomy 70
P3895 Venous catheterization for renal dialysis 20
P3324 Closed [endoscopic] biopsy of bronchus 60
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 40
P9390 Non-invasive mechanical ventilation 20
P9604_2 Insertion of endotracheal tube 2nd 30
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. 530
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D48241 Methicillin susceptible pneumonia due to Staphylococcus aureus 0 0 20
D486 Pneumonia, organism unspecified 0 0 50
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 30
D2859 Anemia, unspecified 0 0 30
D2449 Unspecified acquired hypothyroidism 0 0 20
D2639 Unspecified protein-calorie malnutrition 0 0 30
D4280 Congestive heart failure, unspecified 0 0 50
D78552 Septic shock 0 0 20
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 40
D2768 Hypopotassemia 0 0 20
D99592 Severe sepsis 0 0 40
D2761 Hyposmolality and/or hyponatremia 0 0 20
D51884 Acute and chronic respiratory failure 30 0 0
D2724 Other and unspecified hyperlipidemia 0 0 20
D4019 Unspecified essential hypertension 0 0 50
D5990 Urinary tract infection, site not specified 0 0 20
D51881 Acute respiratory failure 100 0 130
D0389 Unspecified septicemia 70 0 60
D5849 Acute kidney failure, unspecified 0 0 30
D42731 Atrial fibrillation 0 0 30
External Causes Distribution
External Cause Code Description Count
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 20
EE8497 Accidents occurring in residential institution 100
EE8490 Accident in home 30
EE8798 Other specified procedures as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure 20