Derivation Web

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# Alpha memo — telomere

**Headline:** The Telomere Length Paradox: Quantifying Trade-offs Between Cardioprotection and Carcinogenesis Across Subgroups
**Alpha score:** 100/100 (internal triage score; not a certainty claim)
**Confidence:** `evidence_backed_signal`
**Memo surface:** `alpha memo`
**Snapshot:** `2026-05-24T14-42-28Z`
**Run:** `telomere-evidence-2026-05-24T14-42-28Z`

## One-sentence …