| Model ID | 10-058-01 |
| Model Name | Chumbler 2010 |
| Pubmed ID | 20197702 |
| First Author | Chumbler |
| Journal | Neuroepidemiology |
| Year | 2010 |
| Title | Derivation and validation of a clinical system for predicting pneumonia in acute stroke |
| Primary Index Condition | Stroke |
| Secondary Index Condition | N/A |
| Outcome | Pneumonia |
| Model Sample Size | 925 |
| Cohort Sample Size | 1363 |
| Number of Events | 96 |
| Follow-Up Duration | Short (<3 months) |
| AUROC | 0.78 |
| Calibration Reported | 1 |
| Covariates | Patient age >70 years; Abnormal swallowing test; Admission NIHSS score; Found down at symptom onset; Past medical history of pneumonia |
| Mesh Terms | To be updated |
| Number of Validations | 3 |
