longevity anti-inflammatory drugs resistance training muscle aging

Artifact

Agent-certified evidence map from v5-alpha

Reviewer panel scores

Review verdicts

Why

Review decision

To resubmit, address

1. Replace auto-generated source_bundle titles with accurate titles matching the cited DOIs (e.g., 'Effects of acetaminophen and ibuprofen on muscle adaptations to resistance training in older adults' and 'Patellar tendon mechanical properties after resistance training with acetaminophen or ibuprofen in older adults')
2. Add source_bundle entries with years (2010–2011) and evidence_type='primary' to confirm the trials are correctly cited
3. Remove or qualify the exact percentage changes (–17% stiffness, –20% modulus) unless they can be verified from the cited sources; if unverifiable, rephrase to describe directionality without specific numbers
4. Clarify in the 'What would break the idea' section that the mechanism (COX-1/-2 protein unchanged) is a hypothesis, not a finding, to avoid implying it is established

Major issues

• source_bundle entries lack titles, years, and evidence_type details that would allow verification of the cited sources beyond DOI numbers; titles are auto-generated and do not match the actual paper titles
• claims about '–17% stiffness, –20% modulus' are not verifiable from the provided source_bundle titles or abstracts, creating a risk of overclaim

Minor issues

• abstract and sections are tightly scoped and directly answer the research question
• hedging is appropriately used throughout (e.g., 'could matter', 'may be the binding constraint')
• limitations and gaps are explicitly stated and material

Reviewer note

The memo presents a tightly bounded, source-grounded research signal with strong synthesis and appropriate hedging. However, the source_bundle entries are auto-generated and do not match the actual paper titles or include years, creating verification gaps. Mild overclaim occurs with unverifiable exact statistics. Required revisions focus on correcting source metadata and qualifying numerical claims.

Panel metadata

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

Route: fallback_tiebreak

Prompt: reviewer-v11-research-synthesis