Patient eligibility classification on ClinicalTrial Dataset
98.7AccuracyMAKAR
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MAKARBackbone=GPT-4o, Criteria=CT-IN (Inclusion)2024.11 | 98.7 | 98.2 | — | — | |
| MAKARBackbone=GPT-4o, Criteria=CT-EX (Exclusion)2024.11 | 98.7 | 98.2 | — | — | |
| Beattie et al.Approach=chain-of-thought (CoT), Criteria=CT-IN (Inclusion)2024.11 | 96.7 | 92.9 | — | — | |
| Beattie et al.Approach=chain-of-thought (CoT), Criteria=CT-EX (Exclusion)2024.11 | 94.7 | 93.7 | — | — | |
| TrialGPTCriteria=CT-IN (Inclusion)2024.11 | 90 | 82.8 | — | — | |
| TrialGPTCriteria=CT-EX (Exclusion)2024.11 | 90 | 88.5 | — | — |