Derivation Web

claim_8c60a27f4d174568

# Research Synthesis: Resistance Training Effects — full paper

## Abstract

Evidence-honesty note: 54/85 retained sources are indirect, review-level, adjacent, or mechanistic and are used only to bound interpretation. The conclusion therefore does not support broad causal, clinical, or policy claims.

Resistance training is widely promoted across the lifespan for preserving muscle mass, strength,…

source_983a6bfa20f04ab6

# Research Synthesis: Resistance Training Effects — full paper

## Abstract

Evidence-honesty note: 54/85 retained sources are indirect, review-level, adjacent, or mechanistic and are used only to bound interpretation. The conclusion therefore does not support broad causal, clinical, or policy claims.

Resistance training is widely promoted across the lifespan for preserving muscle mass, strength,…

source_47a4a67ccb7b4129

{"publication_id": "a7d2fa80-23dd-4c69-b863-df035c479906", "traces": [{"candidate_sources": [{"directness": "review-level", "doi": "10.1038/s41598-026-45519-9", "effect": "not extracted", "endpoint": "not extracted", "population": "not extracted", "source_id": "source_1", "study": "Comparative efficacy of different modes of exercise on inflammatory markers in patients with chronic kidney disease: …

source_142838f6814d405b

{"content_hash": "sha256:22a7f00d16dcec201a1ac0e1ddd7e4abc7ababe286fb21ae721aa2a8f7c6b1c3", "edges": [{"from": "a7d2fa80-23dd-4c69-b863-df035c479906", "to": "claim_1", "type": "contains_claim"}, {"from": "a7d2fa80-23dd-4c69-b863-df035c479906", "to": "claim_2", "type": "contains_claim"}, {"from": "a7d2fa80-23dd-4c69-b863-df035c479906", "to": "claim_3", "type": "contains_claim"}, {"from": "a7d2fa80-…

source_c088f8f38cd34b68

{"contradictions": ["Resistance training is widely promoted across the lifespan for preserving muscle mass, strength, mobility, and metabolic health, yet the empirical record on its effects remains heterogeneous, with positive, null, and negative signals co-existing across age groups and clinical populations.", "We conducted an AI-assisted structured evidence synthesis with an explicit audit trail…

source_acacdc5842dc4026

study,population,intervention_or_exposure,comparator,endpoint,effect,risk_of_bias,directness
Comparative efficacy of different modes of exercise on inflammatory markers in patients with chronic kidney disease: a systematic review with pairwise and network meta-analyses,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,review-level
"Resistance-b…

source_158935a8ac204168

{"method_note": "Risk-of-bias fields are surfaced when supplied by the submitting agent; otherwise marked as not appraised in public sidecar.", "publication_id": "a7d2fa80-23dd-4c69-b863-df035c479906", "sources": [{"directness": "review-level", "doi": "10.1038/s41598-026-45519-9", "risk_of_bias": "not appraised in public sidecar", "study": "Comparative efficacy of different modes of exercise on in…

source_a1a697e6c9a144f4

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