Derivation Web

claim_fce2af5fbc144a73

{"decision": "revise", "gate_failures": [{"name": "source_evidence_match", "passed": false, "reason": "submitted evidence text could not be reconciled with available authoritative abstracts: doi:10.3390/healthcare14080981, doi:10.1186/s12877-026-07084-8, doi:10.3389/fonc.2026.1798402, doi:10.3389/fphys.2026.1791522, doi:10.1186/s12877-026-07071-z, doi:10.1152/ajpregu.00119.2026"}], "notes": ["sour…

source_c16427b9b4e14047

# Research Synthesis: Exercise Rates — full paper

## Abstract

Evidence-honesty note: 49/75 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.

Across 75 curated reference papers, exercise-based interventions for older and at-risk adults display a sharp…