| Model ID | 07-016-01 |
| Model Name | Davenport 2007 |
| Pubmed ID | 17544078 |
| First Author | Davenport |
| Journal | Journal of the American College of Surgeons |
| Year | 2007 |
| Title | Multivariable predictors of postoperative cardiac adverse events after general and vascular surgery: results from the patient safety in surgery study |
| Primary Index Condition | Post-Operative |
| Secondary Index Condition | N/A |
| Outcome | MACE |
| Model Sample Size | 91403 |
| Cohort Sample Size | 183069 |
| Number of Events | 1181 |
| Follow-Up Duration | Short (<3 months) |
| AUROC | 0.856 |
| Calibration Reported | 1 |
| Covariates | ASA physical status class: 4-5 vs 1-2; ASA physical status class: 3 vs 1-2; Work RVU class of most complex procedure: >17 vs <10; Work RVU class of most complex procedure: 10-17 vs <10; Emergency; Preoperative creatinine >=1.5 mg/dL; Age (y): 40-65 vs <40; Age (y): >65 vs <40; Preoperative sepsis; Bleeding disorders; Weight loss; Congestive heart failure <30 d before operation; Type of operation: mouth, palate vs endocrine; Type of operation: thoracoabdominal aneurysm vs endocrine; Type of operation: peripheral aneurysm vs endocrine; Type of operation: stomach, intestines vs endocrine; Type of operation: respiratory and hemic vs endocrine; Type of operation: integumentary vs endocrine; Type of operation: hernia vs endocrine; WBC count: preoperative (<2.5 vs 2.5-10); WBC count: preoperative (>10 vs 2.5-10); Preoperative platelet count <= 150,000/cumm; Impaired sensorium; Dyspnea; CVA/stroke with neurologic deficit; Ascites; Wound class: contaminated vs clean; Wound class: clean/contaminated vs clean; Wound class: infected vs clean; Preoperative albumin (<=3.5 vs >3.5 g/dL); Gender (male vs female); Specialty (vascular vs general) |
| Mesh Terms | To be updated |
| Number of Validations | 0 |
