Development of a predictive model for major adverse cardiac events in a coronary artery bypass and valve population
| Field | Value |
|---|---|
| Model ID | 13-024-01 |
| Model Name | Herman 2013 |
| Pubmed ID | 23899075 |
| First Author | Herman |
| Journal | Journal of Cardiothoracic Surgery |
| Year | 2013 |
| Title | Development of a predictive model for major adverse cardiac events in a coronary artery bypass and valve population |
| Primary Index Condition | Cardiac Surgery |
| Secondary Index Condition | N/A |
| Outcome | Composite |
| Model Sample Size | 4270 |
| Cohort Sample Size | 4270 |
| Number of Events | 669 |
| Follow-Up Duration | Short (<3 months) |
| AUROC | 0.764 |
| Calibration Reported | 1 |
| Covariates | Intercept; Age square; Female; PVD; Frailty; BMI 25-30; BMI <25; BMI 30-35; BMI >35; NYHA I; NYHA II; NYHA III; NYHA IV; HGB <115; HGB 115-135; HGB >135; Creatinine <115; Creatinine 115-140; Creatinine 140-160; Creatinine >160; Afib; Diabetes; EF <40; COPD; CVD; Procedure: CABG; Procedure: Valve; Procedure: CABG + Valve; Status: elective; Status: in-house; Status: urgent; Status: emergent; Redo sternotomy |
| Mesh Terms | To be updated |
| Number of Validations | 0 |