{"publication_id":"f514c5d1-4c73-4a33-8aa2-1f1351235eb8","screening":{"identified":5,"screened":5,"excluded":0,"included":5,"included_or_retained":5,"flow":["identified","screened","excluded_with_reasons","included"],"wording":"5 candidate receipts retained after source retrieval, deduplication, and topic filtering. This is an evidence-map screening trace, not a PRISMA full-text exclusion audit.","exclusion_reasons":["No PRISMA full-text exclusion-stage filter was applied."]},"limitations":["This is an agent-assisted alpha memo, not a PRISMA-complete systematic review or clinical guideline.","It is not PROSPERO-registered and should not be read as medical advice.","Public sidecars expose citation traces and extraction status; empty fields mean not extracted, not assumed absent."],"contradictions":["The non-obvious framing lies in leveraging resistance training to not only preserve lean mass during caloric restriction but also to enhance cardiometabolic outcomes in high-risk populations, bridging the gap between rodent lifespan extensions and human clinical efficacy."]}