| Model ID | 12-074-02 |
| Model Name | Singh 2012 - Recipient + Donor Variables |
| Pubmed ID | 22308287 |
| First Author | Singh |
| Journal | Circulation: Heart Failure |
| Year | 2012 |
| Title | Risk prediction for early in-hospital mortality following heart transplantation in the United States |
| Primary Index Condition | Chronic Heart Failure (CHF) |
| Secondary Index Condition | N/A |
| Outcome | Mortality |
| Model Sample Size | 4248 |
| Cohort Sample Size | 4558 |
| Number of Events | 200 |
| Follow-Up Duration | Short (<3 months) |
| AUROC | 0.742 |
| Calibration Reported | 1 |
| Covariates | Intercept; Age at transplant: 18-64 y; Age at transplant: >=65 y; Diagnosis: dilated/valvular CM; Diagnosis: ischemic CM/other; Diagnosis: hypertrophic/restrictive CM; Diagnosis: congenital heart disease; Mechanical support: ECMO; Mechanical support: total artificial heart/BIVAD; Mechanical support: LVAD; Mechanical support: none; Ventilator; GFR >=60 mL/min per 1.73 m^2; GFR 30-59 mL/min per 1.73 m^2; GFR <30 mL/min per 1.73 m^2; GFR: dialysis; Total serum bilirubin: <1.0 mg/dL; Total serum bilirubin: 1.0-2.5 mg/dL; Total serum bilirubin: >2.5 mg/dL; Donor age: <40 y; Donor age: 40-54 y; Donor age: >=55 y; Ischemic time: <4.5 h; Ischemic time: >=4.5 h |
| Mesh Terms | To be updated |
| Number of Validations | 1 |
