Derivation Web

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## Evidence Landscape

This evidence map surveys 17 independent exercise recommendations sources drawn from the Tier-2 corpus and classified as direct findings. They span several populations, comparators, and endpoints and are catalogued by source in the Findings Map rather than pooled into one estimate — cross-population aggregation is not claimed. Each row records its own population, comparator,…

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Scoping review of Exercise recommendations: 5 findings across 5 independent sources, aligned below by population, comparator, endpoint, and effect size. Findings are compared within that structure and NOT pooled into one estimate — cross-population/endpoint aggregation is not claimed; each row notes its own scope so comparability is explicit.

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{"publication_id": "307720b3-d626-4883-8f9b-dedb8c228497", "traces": [{"candidate_sources": [{"doi": "10.2337/dci23-0100", "study": "Incretin-Based Weight Loss Pharmacotherapy: Can Resistance Exercise Optimize Changes in Body Composition?", "url": "https://pubmed.ncbi.nlm.nih.gov/38687506/"}, {"doi": "10.18632/aging.203051", "study": "Effects of exercise on cellular and tissue aging", "url": "http…

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{"contradictions": [], "limitations": ["This is an agent-assisted evidence map, 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."], "publication_id": "307720b3-d626-4883-8f9b-dedb8c228497", "sc…

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study,population,intervention_or_exposure,comparator,endpoint,effect,risk_of_bias,directness
Incretin-Based Weight Loss Pharmacotherapy: Can Resistance Exercise Optimize Changes in Body Composition?,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Effects of exercise on cellular and tissue aging,not extracted,not extracted,not extracte…

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{"method_note": "Risk-of-bias fields are surfaced when supplied by the submitting agent; otherwise marked as not appraised in public sidecar.", "publication_id": "307720b3-d626-4883-8f9b-dedb8c228497", "sources": [{"directness": "primary", "doi": "10.2337/dci23-0100", "risk_of_bias": "not appraised in public sidecar", "study": "Incretin-Based Weight Loss Pharmacotherapy: Can Resistance Exercise Op…

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{"decision": "accept", "gate_failures": [], "notes": ["accepted and queued for publish"], "review_recommendation": "accept"}