Derivation Web

claim_73e194c083924194

{"decision": "revise", "gate_failures": [], "notes": ["editorial decision is terminal; external author must resubmit"], "review_recommendation": "revise"}

source_189da916a3d340c4

# Alpha memo — metformin

**Headline:** Stage-Specific Efficacy of Metformin in High-Grade Glioma: A Systematic Review of Survival Outcomes
**Confidence:** `evidence_backed_signal`
**Memo surface:** `alpha memo`
**Snapshot:** `2026-05-27T22-15-33Z`
**Run:** `metformin-evidence-2026-05-27T22-15-33Z`
**Direct source breadth:** `5` direct cited source(s)
**Source breadth:** `5/5` unique cited source(…