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)

600

Sex Count
Male 290
Female 300
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 4.34 days FQ: 2 days Median: 3 days TQ: 5 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Fusion or refusion of 4-8 vertebrae ( P8163 ) followed by Insertion of interbody spinal fusion device ( P8451 )

Mean ΔT: 0.0 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 90
Emergency department 90
Unknown 100
Court/Law enforcement 100
Disposition Distribution
Disposition Count
Routine 410
Transfer other SNF, ICF, etc. 100
Home Health Care 80
Payer Distribution
Payer Count
Medicare 80
Private insurance 90
Self-pay 70
Other payer 80
Unknown payer 80
No charge 80
Medicaid 90
Race Distribution
Race Count
White 80
Black 80
Hispanic 80
Asian or Pacific Islander 80
Native American 90
Other 70
Race missing, unknown 80
State variation
S1 S2
Count 300 290
Sex : Male 50.0% 44.8%
Sex : Female 50.0% 51.7%
Source : Routine, birth, etc 20.0% 13.8%
Source : Another hospital 13.3% 17.2%
Source : Another health facility including LTC 10.0% 17.2%
Source : Emergency department 16.7% 13.8%
Source : Unknown 13.3% 20.7%
Source : Court/Law enforcement 16.7% 13.8%
Disposition : Routine 66.7% 69.0%
Disposition : Home Health Care 13.3% 13.8%
Disposition : Transfer other SNF, ICF, etc. 16.7% 13.8%
Payer : Medicare 10.0% 13.8%
Payer : Private insurance 13.3% 13.8%
Payer : Self-pay 13.3% 10.3%
Payer : Other payer 13.3% 10.3%
Payer : Unknown payer 13.3% 10.3%
Payer : No charge 13.3% 13.8%
Payer : Medicaid 13.3% 13.8%
Race : White 13.3% 13.8%
Race : Black 13.3% 13.8%
Race : Hispanic 13.3% 13.8%
Race : Asian or Pacific Islander 13.3% 13.8%
Race : Native American 13.3% 17.2%
Race : Other 13.3% 10.3%
Race : Race missing, unknown 13.3% 13.8%
Yearly variation
2007 2009 2011
Count 100 110 120
Sex : Male 50.0% 45.5% 41.7%
Sex : Female 40.0% 45.5% 50.0%
Source : Routine, birth, etc 20.0% 0% 0%
Source : Another hospital 20.0% 0% 0%
Disposition : Routine 70.0% 63.6% 75.0%
Race : Native American 20.0% 0% 0%
Source : Another health facility including LTC 0% 18.2% 0%
Source : Emergency department 0% 18.2% 16.7%
Disposition : Transfer other SNF, ICF, etc. 0% 18.2% 16.7%
Source : Unknown 0% 0% 16.7%
Source : Court/Law enforcement 0% 0% 16.7%
Payer : Medicaid 0% 0% 16.7%
Race : White 0% 0% 16.7%
Race : Hispanic 0% 0% 16.7%
Age Distribution
Age Count
80 - 99 70
40 - 59 170
60 - 79 340
Mean age First quartile Median Third quartile
65.63 years 57 years 67 years 74 years
65 >= Age > 45 85 >= Age > 65
Count 250 290
Sex : Male 52.0% 44.8%
Sex : Female 44.0% 51.7%
Source : Court/Law enforcement 16.0% 17.2%
Source : Routine, birth, etc 16.0% 17.2%
Source : Another hospital 16.0% 13.8%
Source : Another health facility including LTC 12.0% 13.8%
Source : Emergency department 12.0% 17.2%
Source : Unknown 16.0% 17.2%
Disposition : Routine 80.0% 58.6%
Disposition : Home Health Care 8.0% 17.2%
Disposition : Transfer other SNF, ICF, etc. 0% 20.7%
Payer : Medicare 12.0% 13.8%
Payer : Medicaid 12.0% 13.8%
Payer : Private insurance 16.0% 13.8%
Payer : Self-pay 12.0% 10.3%
Payer : Other payer 12.0% 10.3%
Payer : No charge 12.0% 13.8%
Payer : Unknown payer 12.0% 13.8%
Race : White 12.0% 13.8%
Race : Black 12.0% 10.3%
Race : Hispanic 16.0% 13.8%
Race : Asian or Pacific Islander 12.0% 13.8%
Race : Native American 12.0% 17.2%
Race : Other 12.0% 10.3%
Race : Race missing, unknown 12.0% 10.3%
Procedure Distribution
Procedure Code Description Count
P8105 Dorsal and dorsolumbar fusion of the posterior column, posterior technique 30
P9904 Transfusion of packed cells 40
P8163 Fusion or refusion of 4-8 vertebrae 600
P8099 Other excision of joint, other specified sites 80
P8102 Other cervical fusion of the anterior column, anterior technique 240
P0094 Intra-operative neurophysiologic monitoring 40
P7779 Excision of bone for graft, other bones 140
P8106 Lumbar and lumbosacral fusion of the anterior column, anterior technique 50
P0309 Other exploration and decompression of spinal canal 20
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 140
P7770 Excision of bone for graft, unspecified site 20
P8108 Lumbar and lumbosacral fusion of the anterior column, posterior technique 130
P8915 Other nonoperative neurologic function tests 20
P8051 Excision of intervertebral disc 290
P8451 Insertion of interbody spinal fusion device 600
P8107 Lumbar and lumbosacral fusion of the posterior column, posterior technique 50
DRG Distribution
DRG Code Description Count
DG498 DRG V24 : SPINAL FUSION EXCEPT CERVICAL W/O CC 100
DG496 DRG V24 : COMBINED ANTERIOR/POSTERIOR SPINAL FUSION 80
DG520 DRG V24 : CERVICAL SPINAL FUSION W/O CC 210
DG546 DRG V24 : SPINAL FUSION EXC CERV WITH CURVATURE OF THE SPINE OR MALIG 30
DG497 DRG V24 : SPINAL FUSION EXCEPT CERVICAL W CC 90
DG519 DRG V24 : CERVICAL SPINAL FUSION W CC 60
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D7224 Degeneration of cervical intervertebral disc 40 0 60
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 50
D7220 Displacement of cervical intervertebral disc without myelopathy 40 0 50
D7384 Acquired spondylolisthesis 30 0 50
D73710 Kyphosis (acquired) (postural) 0 0 20
D311 Depressive disorder, not elsewhere classified 0 0 20
D73730 Scoliosis [and kyphoscoliosis], idiopathic 0 0 20
D72271 Intervertebral disc disorder with myelopathy, cervical region 60 0 60
D2449 Unspecified acquired hypothyroidism 0 0 30
D2851 Acute posthemorrhagic anemia 0 0 20
D72210 Displacement of lumbar intervertebral disc without myelopathy 20 0 40
D72252 Degeneration of lumbar or lumbosacral intervertebral disc 90 0 80
D3051 Tobacco use disorder 0 0 40
D53081 Esophageal reflux 0 0 50
D2720 Pure hypercholesterolemia 0 0 30
D2724 Other and unspecified hyperlipidemia 0 0 60
DV1582 Personal history of tobacco use 0 0 30
D4019 Unspecified essential hypertension 0 0 180
D7230 Spinal stenosis in cervical region 30 0 30
D7211 Cervical spondylosis with myelopathy 50 0 50
D7210 Cervical spondylosis without myelopathy 40 0 50
D7213 Lumbosacral spondylosis without myelopathy 20 0 50
D2859 Anemia, unspecified 0 0 30
DV454 Arthrodesis status 0 0 30
D72402 Spinal stenosis, lumbar region, without neurogenic claudication 30 0 30
D27800 Obesity, unspecified 0 0 20
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 50