Drug-Food Interaction Violation Evaluation on Warfarin/Diuretic/Statin Cohorts
157Cohort Size (N)Claude-Sonnet-4
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Claude-Sonnet-4Actionability Level=High (Act. > 85% in Table 2)2026.02 | 157 | 32 | 11.5 | |
| GPT-4.1Actionability Level=High (Act. > 85% in Table 2)2026.02 | 157 | 35 | 16.6 | |
| Ablation-NoSpecialistActionability Level=High (Act. > 85% in Table 2)2026.02 | 157 | 34 | 16.6 | |
| EnsembleActionability Level=Moderate2026.02 | 157 | 5 | 3.2 | |
| Ablation-NoADIMEActionability Level=Low (Act. < 40% in Table 2)2026.02 | 157 | 0 | 0 | |
| CoT-Qwen-2.5-72BActionability Level=Low (Act. < 40% in Table 2)2026.02 | 157 | 1 | 0.6 | |
| CoT-LLaMA-3-70BActionability Level=Low (Act. < 40% in Table 2)2026.02 | 157 | 4 | 2.5 | |
| SelfRefine-Qwen-2.5Actionability Level=Moderate2026.02 | 155 | 11 | 7.1 | |
| SelfRefine-LLaMA-3Actionability Level=Low (Act. < 40% in Table 2)2026.02 | 155 | 0 | 0 | |
| NutriOrionActionability Level=High (Act. > 85% in Table 2)2026.02 | 132 | 23 | 12.1 | |
| React-Qwen-2.5-72BActionability Level=Moderate2026.02 | 126 | 6 | 4.8 | |
| RoundTableActionability Level=Moderate2026.02 | 114 | 14 | 8.8 | |
| React-LLaMa-3-70BActionability Level=Low (Act. < 40% in Table 2)2026.02 | 97 | 0 | 0 |