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trialgpt-matching
Maintainer FreedomIntelligence · Last updated April 1, 2026
TrialGPT patient-to-trial matching with eligibility assessment from clinical notes.
Original source
FreedomIntelligence/OpenClaw-Medical-Skills
https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/trialgpt-matching
- Maintainer
- FreedomIntelligence
- License
- MIT
- Last updated
- April 1, 2026
Skill Snapshot
Key Details From SKILL.md
Key Notes
- Run the locally checked-out TrialGPT pipeline to retrieve, rank, and explain candidate trials for a patient before deeper eligibility review.
- Patient summary (structured JSON or free text) with condition keywords.
- Optional filters: geography, phase, intervention, biomarker.
- Up-to-date ClinicalTrials.gov dump or API access.
- Patient summary (structured JSON or free text) with condition keywords. Optional filters: geography, phase, intervention, biomarker. Up-to-date ClinicalTrials.gov dump or API access.
Source Doc
Excerpt From SKILL.md
Outputs
- Ranked trial table with NCT ID, title, score, and short justification.
- Parsed inclusion/exclusion text ready for downstream eligibility agents.
- Missing data checklist (e.g., "ECOG not provided").
Workflow
- Setup:
cd repo && pip install -r requirements.txt(or reuse env). - Trial retrieval: Run TrialGPT retriever to pull candidate trials for the indication.
- Criteria parsing: Convert eligibility blocks to structured criteria JSON.
- Patient profiling: Summarize patient facts (labs, prior therapies, biomarkers).
- Ranking: Execute TrialGPT ranking script to score each trial and emit explanations.
- Handoff: Export ranked list + structured criteria for
trial-eligibility-agent.
Guardrails
- Refresh ClinicalTrials.gov metadata regularly to avoid stale trials.
- Label scores as AI-generated suggestions pending clinician validation.
- Retain prompt/config metadata for audit trails.
Use cases
- Use trialgpt-matching for clinical, translational, or medical research tasks.
- Apply trialgpt-matching when healthcare-specific guidance is required.
Not for
- Do not rely on this catalog entry alone for installation or maintenance details.
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