The Society of Thoracic Surgeons 2008 cardiac surgery risk models: part 3–valve plus coronary artery bypass grafting surgery

Field Value
Model ID09-029-01
Model NameSociety of Thoracic Surgeons (STS) (CABG/valve) - Mortality
Pubmed ID19559824
First AuthorShahian
JournalAnnals of Thoracic Surgery
Year2009
TitleThe Society of Thoracic Surgeons 2008 cardiac surgery risk models: part 3–valve plus coronary artery bypass grafting surgery
Primary Index ConditionCoronary Artery Disease (CAD)
Secondary Index ConditionCardiac Surgery
OutcomeMortality
Model Sample Size101661
Cohort Sample Size101661
Number of Events6919
Follow-Up DurationShort (<3 months)
AUROC0.754
Calibration Reported1
CovariatesIntercept; Preoperative Afib; Age function 1; Age function 3; Age by reop function; Age by status function; Age by MVR function; Age by MVRepair function; BSA function 1; BSA function 2; CHF but not NYHA IV; CHF and NYHA IV; CHF by MVR function; CHF by MVRepair function; CLD function; Creatinine function 1; CVD and prior CVA; Diabetes, noninsulin; Diabetes, insulin; Dialysis; Ejection fraction function; EF by MVR function; EF by MVRepair function; Endocarditis, active; Female; Female by BSA function 1; Female by BSA function 2; IABP or inotropes; Immunosuppressive treatment; Insufficiency, tricuspid; Left main disease; MI 1-21 days; MI <24 hours; MVR; MVRepair; No. diseased coronary vessel function; Peripheral vascular disease; Reop, 1 previous operation; Reop, >=2 previous operations; Shock; Status urgent; Status emergent; Status salvage; Stenosis, mitral; Unstable angina
Mesh TermsTo be updated
Number of Validations4

External Validations

Yes
4
0.7895
1st Author Year Sample Size AUC Calibration Relatedness
Wang 2016 450 0.699 Yes N/A
Jin 2013 2183 0.769 Yes N/A
Osnabrugge 2014 50588 0.81 Yes N/A
Schwietz 2013 740 0.857 No N/A