The relevance ranker estimates whether a retrieved trial is clinically relevant to a patient's condition. In the main DETRIAL inference score, its output logit is combined with the eligibility-ranker logit:

score = relevance_logit + 2 * eligibility_logit

GitHub reproducibility repository:

https://github.com/ChangdaYan/DETrial

Paired model repository:

https://huggingface.co/ycd373266/detrial-eligibility-ranker

changdayan/detrial-relevance-ranker

DETRIAL Relevance Ranker

changdayan/
detrial-relevance-ranker