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Performance Metrics of the RAG Model in Extracting Risk Factors
| Risk Factor | Sensitivity | Specificity | Precision | F1-Score | AUROC |
|---|---|---|---|---|---|
| Congestive Heart Failure | 0.98 | 0.97 | 0.97 | 0.97 | 0.98 |
| Hypertension | 0.99 | 0.93 | 0.98 | 0.99 | 0.96 |
| Age ≥75 years | 1.00 | 0.96 | 0.96 | 0.98 | 0.98 |
| Diabetes Mellitus | 0.98 | 0.97 | 0.97 | 0.98 | 0.97 |
| Stroke/TIA/Thromboembolism | 0.95 | 0.99 | 0.97 | 0.96 | 0.97 |
| Vascular disease | 0.99 | 0.96 | 0.98 | 0.98 | 0.98 |
| Sex Category (Female) | 0.98 | 0.96 | 0.98 | 0.98 | 0.97 |
