Outcome-specific Charlson Comorbidity Indices for Predicting Poor Inpatient Outcomes Following Noncardiac Surgery Using Hospital Administrative Data

Field Value
Model ID16-004-01
Model NameCardiac-specific Charlson Comorbidity Index (CCI)
Pubmed ID27326550
First AuthorMoodley
JournalMedical Care
Year2016
TitleOutcome-specific Charlson Comorbidity Indices for Predicting Poor Inpatient Outcomes Following Noncardiac Surgery Using Hospital Administrative Data
Primary Index ConditionPopulation Sample
Secondary Index ConditionHospital
OutcomeMACE
Model Sample Size177280
Cohort Sample Size177280
Number of Events1855
Follow-Up DurationShort (<3 months)
AUROC0.837
Calibration Reported1
CovariatesAge <49 y old; Age 50-59 y old; Age 60-69 y old; Age 70-79 y old; Age 80-89 y old; Age >90 y old; Male sex; Nonwhite race; Emergent admission; High-risk surgery; Myocardial infarction; Congestive heart failure; Peripheral vascular disease; Cerebrovascular disease; Dementia; Chronic obstructive pulmonary disease; Rheumatologic disease; Nonmetastatic malignancy; Peptic ulcer disease; Mild liver disease; Uncomplicated diabetes; Complicated diabetes; Hemiplegia or paraplegia; Renal disease; Moderate or severe liver disease; Metastatic malignancy; HIV/AIDS
Mesh TermsTo be updated
Number of Validations1

External Validations

Yes
1
0.841
1st Author Year Sample Size AUC Calibration Relatedness
Moodley 2016 179145 0.841 No Related