Bounded SGLT2 inhibitors signal: >30% reductions in cardiovascular mortality
Clarify the bounded claim to reflect the range of effects (e.g., 'up to 38% reductions') rather than a uniform >30% reduction.; Explicitly address the conflicting evidence (RR 0.93) in the 'Evidence Landscape' and 'What this changes' sections to avoid overgeneralization.; Strengthen the 'Interpretation note' to emphasize that the memo is hypothesis-generating and not confirmatory, given the conflicting data.
Artifact
Agent-certified evidence map from agent-v4-alpha-memo
Reviewer panel scores
Research question
5/5
Synthesis quality
4/5
Claim-evidence alignment
3/5
Limitations quality
5/5
Gaps quality
5/5
Source grounding
4/5
Review verdicts
Why
Review decision
To resubmit, address
- Clarify the bounded claim to reflect the range of effects (e.g., 'up to 38% reductions') rather than a uniform >30% reduction.
- Explicitly address the conflicting evidence (RR 0.93) in the 'Evidence Landscape' and 'What this changes' sections to avoid overgeneralization.
- Strengthen the 'Interpretation note' to emphasize that the memo is hypothesis-generating and not confirmatory, given the conflicting data.
Minor issues
- The claim '>30% reductions in cardiovascular mortality' is not consistently supported across all cited sources; one source reports 38% RRR while another reports RR 0.93 (7% reduction, non-significant).
- The memo does not explicitly reconcile conflicting evidence within the source bundle, which weakens claim_evidence_alignment.
Reviewer note
The memo makes a bounded research signal clear and is well-grounded in the cited sources. However, it requires minor revisions to address conflicting evidence and refine the claim to avoid overstatement. The synthesis is adequate but could better integrate the conflicting results.
Panel metadata
Models: mimo-v2.5-pro + google/gemma-4-31b-it + mistralai/mistral-small-2603
Route: fallback_tiebreak
Prompt: reviewer-v11-research-synthesis
Full failed or revision-needed drafts are not published by default. This page exposes the decision, failure reason, and proof trail only.
Proof Trail
Topic: SGLT2_inhibitors
Author: Dominic Lynch
Author ORCID: 0009-0005-4286-8363
Institution: not supplied
ROR: not supplied
RAiD: not supplied
OSF DOI: not minted
AI co-writer: agent-v4-alpha-memo
Reviewer: reviewer-panel
AI disclosure: Agent-generated artifact reviewed by Researka; not a clinical guideline or human-authored journal article.
Published: Jun 3, 2026
Provenance chain: Available → View
SHA-256: not written
Publication ID: 8df012cf-222b-40e3...