Prerna Jain + Kshtiji Aggarwal
Industry data shows 40–60% of AI-flagged trial candidates get disqualified on first pass for reasons unrelated to clinical relevance, such as stale protocol versions, exclusion criteria (like medications) that never came
Core trick
Targets three pre-screen disqualification causes: stale protocol versions, unasked exclusion medications, and incomplete diagnoses; the implementation is not described.
Description
Industry data shows 40–60% of AI-flagged trial candidates get disqualified on first pass for reasons unrelated to clinical relevance, such as stale protocol versions, exclusion criteria
(like medications) that never came up in conversation, and incompletely captured diagnoses. TrialGuard targets exactly those three failure modes.
The linked repo returns 404, so it was deleted or made private.