Derivation Web

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## Evidence Landscape

This evidence map surveys 18 independent exercise sources drawn from the Tier-2 corpus and classified as direct findings. They vary across population, comparator, and/or endpoint 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, endpoint, and ef…

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Scoping review of Exercise: 18 findings across 18 independent sources, catalogued by population, comparator, endpoint, and effect size. Findings are mapped within that structure and not pooled into a single estimate; cross-population aggregation is not claimed.

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{"publication_id": "f9eee40c-93ea-461f-b51b-e766983b9da2", "traces": [{"candidate_sources": [{"doi": "10.2337/dci23-0100", "study": "Incretin-Based Weight Loss Pharmacotherapy: Can Resistance Exercise Optimize Changes in Body Composition?", "url": "https://doi.org/10.2337/dci23-0100"}, {"doi": "10.2147/dddt.s365416", "study": "Clinical Insight on Semaglutide for Chronic Weight Management in Adults…

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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": "f9eee40c-93ea-461f-b51b-e766983b9da2", "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
Clinical Insight on Semaglutide for Chronic Weight Management in Adults: Patient Selectio…

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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": "f9eee40c-93ea-461f-b51b-e766983b9da2", "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"}