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 300
Female 320
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 3.58 days FQ: 2 days Median: 3 days TQ: 4 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Excision of intervertebral disc ( P8051 ) followed by Fusion or refusion of 4-8 vertebrae ( P8163 )

Mean ΔT: 0.02 days FQ: 0 days Median: 0 days TQ: 0 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 100
Another hospital 100
Another health facility including LTC 100
Emergency department 100
Unknown 110
Court/Law enforcement 90
Disposition Distribution
Disposition Count
Routine 470
Home Health Care 70
Transfer other SNF, ICF, etc. 70
Payer Distribution
Payer Count
Medicare 100
Medicaid 100
Private insurance 100
Self-pay 60
Other payer 90
Unknown payer 70
No charge 90
Race Distribution
Race Count
White 80
Black 90
Hispanic 90
Asian or Pacific Islander 60
Native American 100
Other 70
Race missing, unknown 100
State variation
S1 S2
Count 310 310
Sex : Male 45.2% 48.4%
Sex : Female 51.6% 51.6%
Source : Routine, birth, etc 16.1% 16.1%
Source : Another hospital 12.9% 19.4%
Source : Another health facility including LTC 16.1% 16.1%
Source : Emergency department 19.4% 12.9%
Source : Unknown 16.1% 19.4%
Source : Court/Law enforcement 16.1% 12.9%
Disposition : Routine 77.4% 74.2%
Disposition : Home Health Care 9.7% 12.9%
Disposition : Transfer other SNF, ICF, etc. 12.9% 9.7%
Payer : Medicaid 12.9% 19.4%
Payer : Private insurance 16.1% 16.1%
Payer : Self-pay 9.7% 6.5%
Payer : Other payer 12.9% 12.9%
Payer : Unknown payer 12.9% 9.7%
Payer : No charge 16.1% 12.9%
Payer : Medicare 12.9% 16.1%
Race : White 12.9% 9.7%
Race : Black 12.9% 16.1%
Race : Hispanic 12.9% 16.1%
Race : Asian or Pacific Islander 12.9% 6.5%
Race : Native American 12.9% 16.1%
Race : Other 9.7% 9.7%
Race : Race missing, unknown 16.1% 12.9%
Yearly variation
2006 2007 2010 2011
Count 120 100 100 100
Sex : Male 50.0% 50.0% 40.0% 40.0%
Sex : Female 41.7% 50.0% 60.0% 50.0%
Source : Another hospital 16.7% 20.0% 0% 0%
Source : Emergency department 16.7% 0% 0% 0%
Source : Unknown 16.7% 20.0% 20.0% 0%
Disposition : Routine 75.0% 70.0% 80.0% 70.0%
Payer : Medicare 16.7% 0% 0% 0%
Payer : Private insurance 16.7% 0% 20.0% 0%
Payer : Other payer 16.7% 0% 0% 0%
Race : White 16.7% 0% 0% 0%
Race : Black 16.7% 0% 0% 0%
Race : Native American 16.7% 0% 0% 0%
Source : Another health facility including LTC 0% 0% 20.0% 0%
Payer : No charge 0% 0% 20.0% 0%
Race : Race missing, unknown 0% 0% 20.0% 0%
Payer : Medicaid 0% 0% 0% 20.0%
Age Distribution
Age Count
80 - 99 50
40 - 59 200
60 - 79 350
Mean age First quartile Median Third quartile
64.45 years 57 years 65 years 73 years
65 >= Age > 45 85 >= Age > 65
Count 300 280
Sex : Male 46.7% 46.4%
Sex : Female 50.0% 50.0%
Source : Routine, birth, etc 16.7% 14.3%
Source : Another hospital 13.3% 14.3%
Source : Another health facility including LTC 16.7% 14.3%
Source : Emergency department 16.7% 17.9%
Source : Unknown 16.7% 14.3%
Source : Court/Law enforcement 13.3% 14.3%
Disposition : Routine 83.3% 67.9%
Disposition : Home Health Care 10.0% 10.7%
Disposition : Transfer other SNF, ICF, etc. 0% 17.9%
Payer : Medicare 13.3% 14.3%
Payer : Medicaid 13.3% 17.9%
Payer : Private insurance 16.7% 14.3%
Payer : Self-pay 10.0% 10.7%
Payer : Other payer 13.3% 10.7%
Payer : Unknown payer 6.7% 10.7%
Payer : No charge 16.7% 10.7%
Race : White 13.3% 10.7%
Race : Black 13.3% 14.3%
Race : Hispanic 13.3% 14.3%
Race : Asian or Pacific Islander 10.0% 10.7%
Race : Native American 13.3% 17.9%
Race : Other 10.0% 10.7%
Race : Race missing, unknown 16.7% 14.3%
Procedure Distribution
Procedure Code Description Count
P8105 Dorsal and dorsolumbar fusion of the posterior column, posterior technique 20
P9904 Transfusion of packed cells 20
P8163 Fusion or refusion of 4-8 vertebrae 620
P8102 Other cervical fusion of the anterior column, anterior technique 360
P0094 Intra-operative neurophysiologic monitoring 30
P7779 Excision of bone for graft, other bones 110
P8106 Lumbar and lumbosacral fusion of the anterior column, anterior technique 50
P8103 Other cervical fusion of the posterior column, posterior technique 30
P7869 Removal of implanted devices from bone, other bones 20
P8452 Insertion of recombinant bone morphogenetic protein 110
P8108 Lumbar and lumbosacral fusion of the anterior column, posterior technique 100
P8915 Other nonoperative neurologic function tests 20
P8051 Excision of intervertebral disc 620
P8451 Insertion of interbody spinal fusion device 290
P8107 Lumbar and lumbosacral fusion of the posterior column, posterior technique 20
DRG Distribution
DRG Code Description Count
DG546 DRG V24 : SPINAL FUSION EXC CERV WITH CURVATURE OF THE SPINE OR MALIG 20
DG498 DRG V24 : SPINAL FUSION EXCEPT CERVICAL W/O CC 70
DG496 DRG V24 : COMBINED ANTERIOR/POSTERIOR SPINAL FUSION 70
DG520 DRG V24 : CERVICAL SPINAL FUSION W/O CC 290
DG497 DRG V24 : SPINAL FUSION EXCEPT CERVICAL W CC 70
DG519 DRG V24 : CERVICAL SPINAL FUSION W CC 80
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D7224 Degeneration of cervical intervertebral disc 60 0 70
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 40
D7220 Displacement of cervical intervertebral disc without myelopathy 60 0 70
D7384 Acquired spondylolisthesis 0 0 40
D311 Depressive disorder, not elsewhere classified 0 0 30
D73730 Scoliosis [and kyphoscoliosis], idiopathic 0 0 20
D72271 Intervertebral disc disorder with myelopathy, cervical region 70 0 80
D2449 Unspecified acquired hypothyroidism 0 0 40
D49390 Asthma, unspecified type, unspecified 0 0 30
D72210 Displacement of lumbar intervertebral disc without myelopathy 30 0 40
D72252 Degeneration of lumbar or lumbosacral intervertebral disc 60 0 70
D3051 Tobacco use disorder 0 0 40
D53081 Esophageal reflux 0 0 50
D2720 Pure hypercholesterolemia 0 0 40
D2724 Other and unspecified hyperlipidemia 0 0 70
D41401 Coronary atherosclerosis of native coronary artery 0 0 20
DV1582 Personal history of tobacco use 0 0 40
D4019 Unspecified essential hypertension 0 0 190
D7230 Spinal stenosis in cervical region 30 0 30
D7211 Cervical spondylosis with myelopathy 70 0 70
D7210 Cervical spondylosis without myelopathy 50 0 70
D7213 Lumbosacral spondylosis without myelopathy 20 0 30
D2859 Anemia, unspecified 0 0 20
DV454 Arthrodesis status 0 0 30
D27800 Obesity, unspecified 0 0 20
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 30