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)

620

Sex Count
Male 330
Female 280
In hospital
Mortality

22.58 %

Length of Stay Distribution
Mean LOS: 31.54 days FQ: 16 days Median: 25 days TQ: 37 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Admission all sources ( N1_a ) followed by Temporary tracheostomy ( P311 )

Mean ΔT: 13.25 days FQ: 6 days Median: 12 days TQ: 18 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 70
Another hospital 100
Another health facility including LTC 100
Emergency department 100
Unknown 110
Court/Law enforcement 100
Disposition Distribution
Disposition Count
Routine 60
Transfer to short-term hospital 60
Home Health Care 40
Died in hospital 140
Transfer other SNF, ICF, etc. 290
Payer Distribution
Payer Count
Medicare 80
Medicaid 90
Private insurance 80
Self-pay 80
Other payer 80
Unknown payer 80
No charge 100
Race Distribution
Race Count
White 70
Black 100
Hispanic 90
Asian or Pacific Islander 80
Native American 80
Other 90
Race missing, unknown 70
State variation
S1 S2
Count 300 310
Sex : Male 53.3% 54.8%
Sex : Female 43.3% 45.2%
Source : Routine, birth, etc 10.0% 9.7%
Source : Another hospital 16.7% 16.1%
Source : Another health facility including LTC 13.3% 19.4%
Source : Emergency department 20.0% 12.9%
Source : Unknown 16.7% 19.4%
Source : Court/Law enforcement 16.7% 16.1%
Disposition : Routine 6.7% 9.7%
Disposition : Transfer to short-term hospital 10.0% 9.7%
Disposition : Died in hospital 23.3% 22.6%
Disposition : Transfer other SNF, ICF, etc. 50.0% 41.9%
Disposition : Home Health Care 0% 6.5%
Payer : Medicare 13.3% 12.9%
Payer : Medicaid 13.3% 12.9%
Payer : Private insurance 13.3% 12.9%
Payer : Other payer 13.3% 12.9%
Payer : No charge 13.3% 16.1%
Payer : Self-pay 13.3% 9.7%
Payer : Unknown payer 13.3% 12.9%
Race : White 10.0% 12.9%
Race : Black 13.3% 16.1%
Race : Hispanic 13.3% 12.9%
Race : Asian or Pacific Islander 13.3% 12.9%
Race : Native American 10.0% 12.9%
Race : Other 16.7% 12.9%
Race : Race missing, unknown 13.3% 9.7%
Yearly variation
2006 2008 2010
Count 130 120 100
Sex : Male 53.8% 58.3% 50.0%
Sex : Female 46.2% 33.3% 40.0%
Source : Another health facility including LTC 15.4% 0% 0%
Source : Emergency department 15.4% 16.7% 0%
Source : Unknown 23.1% 16.7% 0%
Source : Court/Law enforcement 15.4% 16.7% 0%
Disposition : Died in hospital 15.4% 25.0% 20.0%
Disposition : Transfer other SNF, ICF, etc. 53.8% 41.7% 40.0%
Payer : Private insurance 15.4% 0% 0%
Payer : Other payer 15.4% 0% 0%
Payer : No charge 15.4% 0% 0%
Race : Black 15.4% 16.7% 0%
Race : Asian or Pacific Islander 15.4% 0% 0%
Race : Native American 15.4% 0% 0%
Source : Routine, birth, etc 0% 16.7% 0%
Payer : Medicaid 0% 16.7% 0%
Race : Other 0% 0% 20.0%
Age Distribution
Age Count
20 - 39 30
40 - 59 120
60 - 79 250
80 - 99 200
Mean age First quartile Median Third quartile
70.09 years 59 years 73 years 83 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 150 280 120
Sex : Male 60.0% 53.6% 41.7%
Sex : Female 40.0% 42.9% 58.3%
Source : Routine, birth, etc 13.3% 7.1% 16.7%
Source : Emergency department 13.3% 17.9% 16.7%
Source : Unknown 13.3% 17.9% 16.7%
Disposition : Died in hospital 20.0% 25.0% 25.0%
Disposition : Transfer other SNF, ICF, etc. 40.0% 46.4% 58.3%
Payer : Unknown payer 13.3% 10.7% 16.7%
Race : Black 13.3% 14.3% 16.7%
Source : Another hospital 20.0% 14.3% 0%
Source : Another health facility including LTC 13.3% 17.9% 0%
Source : Court/Law enforcement 13.3% 17.9% 0%
Disposition : Routine 13.3% 0% 0%
Payer : Medicare 13.3% 14.3% 0%
Payer : Medicaid 20.0% 14.3% 0%
Payer : Other payer 13.3% 10.7% 0%
Payer : No charge 13.3% 17.9% 0%
Payer : Self-pay 13.3% 10.7% 0%
Race : Asian or Pacific Islander 20.0% 10.7% 0%
Race : Other 13.3% 17.9% 0%
Race : Hispanic 13.3% 14.3% 0%
Disposition : Transfer to short-term hospital 0% 10.7% 0%
Disposition : Home Health Care 0% 7.1% 0%
Payer : Private insurance 0% 14.3% 0%
Race : White 0% 14.3% 0%
Race : Native American 0% 10.7% 0%
Race : Race missing, unknown 0% 10.7% 0%
Procedure Distribution
Procedure Code Description Count
P3891 Arterial catheterization 20
P3322 Fiber-optic bronchoscopy 40
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 180
P3893_2 Venous catheterization, not elsewhere classified 2nd 30
P9604 Insertion of endotracheal tube 300
P3323 Other bronchoscopy 20
P966 Enteral infusion of concentrated nutritional substances 30
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 350
P9960 Cardiopulmonary resuscitation, not otherwise specified 30
P9904 Transfusion of packed cells 120
P4513 Other endoscopy of small intestine 20
P3404 Insertion of intercostal catheter for drainage 30
P311 Temporary tracheostomy 620
P3995 Hemodialysis 20
P3893 Venous catheterization, not elsewhere classified 220
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
P9907 Transfusion of other serum 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. 620
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D496 Chronic airway obstruction, not elsewhere classified 0 0 20
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 30
D78552 Septic shock 0 0 20
D5180 Pulmonary collapse 0 0 20
D4280 Congestive heart failure, unspecified 0 0 30
D5849 Acute kidney failure, unspecified 0 0 40
D2859 Anemia, unspecified 0 0 40
D2449 Unspecified acquired hypothyroidism 0 0 20
D2761 Hyposmolality and/or hyponatremia 0 0 30
D99592 Severe sepsis 0 0 40
D43491 Cerebral artery occlusion, unspecified with cerebral infarction 20 0 0
D51881 Acute respiratory failure 130 0 150
D51884 Acute and chronic respiratory failure 30 0 20
D42731 Atrial fibrillation 0 0 30
D486 Pneumonia, organism unspecified 20 0 50
D2762 Acidosis 0 0 20
D2760 Hyperosmolality and/or hypernatremia 0 0 20
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 50
D2724 Other and unspecified hyperlipidemia 0 0 20
DV1582 Personal history of tobacco use 0 0 20
D2768 Hypopotassemia 0 0 30
D4019 Unspecified essential hypertension 0 0 70
D5990 Urinary tract infection, site not specified 0 0 40
DV4611 Dependence on respirator, status 0 0 20
D3481 Anoxic brain damage 0 0 20
D48241 Methicillin susceptible pneumonia due to Staphylococcus aureus 0 0 20
DV090 Infection with microorganisms resistant to penicillins 0 0 20
D2639 Unspecified protein-calorie malnutrition 0 0 30
D0389 Unspecified septicemia 60 0 50
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