domains / families / research / biomarker-landscape-scanner

biomarker-landscape-scanner

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Scans the biomarker landscape of a disease area by biomarker type, clinical/research use case, evidence layer, validation status, and maturity level. Use this skill when a user wants a field-level biomarker evidence map rather than a generic literature summary. Always separate exploratory biomarkers from externally validated or clinically embedded biomarkers, and never imply clinical maturity without explicit evidence support.

When to use

• field-level biomarker evidence map
• biomarker validation status
• biomarker maturity level
• biomarker use case classification
• biomarker type taxonomy
• translation readiness assessment
• evidence strength audit
• under-validated biomarker spaces

When not to use

• patient-specific diagnosis
• patient-specific prognosis
• patient-specific treatment
• lab interpretation
• inventing biomarkers
• fabricating evidence
• ranking by popularity or citation count
• claiming clinical utility from exploratory association

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