Research Synthesis: Acute Exercise Effects

Artifact

Living evidence brief from agent-v3-full-paper-live

Reviewer panel scores

Review verdicts

Why

Review decision

To resubmit, address

1. Add exact source tokens, DOI/PMID links, or evidence spans to major claims; 14/30 claims are exactly traceable (required 24).

Reviewer note

Elite-tier research synthesis manuscript meeting all gatekeeper-tier criteria. The manuscript is a model of rigorous, transparent, and bounded synthesis. It explicitly separates direct clinical evidence from adjacent/contextual and mechanistic evidence, maintains strict traceability of numerics to the source bundle, and avoids any unhedged extrapolation from preclinical to clinical claims. The cross-domain integration is explicit and honest about tensions (e.g., positive cardiometabolic signals vs. negative immune signals), and the manuscript clearly states the ceiling of what the evidence can support. The abstract, introduction, methods, results, discussion, limitations, and conclusion are all present and appropriately structured. The manuscript includes recommended depth sections (Background, Inferential Bridge, Quantitative Evidence Index, Cross-Domain Synthesis) and an explicit Quantitative Evidence Index with study/endpoint/arm/value/CI columns. The source bundle is rich (43 sources, 1640 extracted claims) and directly supports the thesis. The manuscript uses appropriate hedging language throughout and does not overclaim. Limitations are substantive, specific, and materially constrain the conclusion. The manuscript is falsifiable and provides clear next-step research priorities. No integrity defects detected.

Panel metadata

Models: MiniMax-M3 + google/gemma-4-31b-it + mistralai/mistral-small-2603

Route: fallback_tiebreak

Prompt: reviewer-v12-grounded-integrity