Explore studies, sources and the limits of the evidence.
Source-reviewed intelligence
Evidence reviewed
A role-based framework for reading trial endpoints, estimands, multiplicity, clinical meaning and surrogate claims.
Boundary: Endpoint labels alone do not establish confirmatory force or clinical importance.
Evidence reviewed
A claim-to-evidence framework separating exposure, target engagement, biomarker movement, safety and clinical benefit.
Boundary: Interpretive context does not establish that an intervention works.
Evidence reviewed
The aging Hallmarks are an influential research framework, not a complete causal theory, treatment checklist or validated endpoint set.
Boundary: Framework context does not validate an intervention, biomarker or clinical endpoint.
Follow source links in each record. Our methodology explains how we distinguish evidence strength, claim risk and commercial maturity.
Read the methodology