From 36% to 79%: Testing LLMs for Clinical Trial Matching
Twenty-five patient-trial pairs went through this pipeline. Not one came back eligible.
That includes the patient I built specifically to pass.
The reason wasn't a bug. Every trial had at least one criterion the system couldn't resolve, usually something requiring investigator judgment. The pipeline