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We can point candidates toward missing Scholar, ORCID, PubMed, patent, GitHub, preprint, or portfolio evidence.
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Feedback can explain which methods, disease areas, datasets, or project-stage experience made the match stronger or weaker.
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Candidates get clearer next steps for profile updates and future LabColabs pod opportunities.