What the Experts Say

Where the medical guidelines agree, where they disagree, and what's still unknown.

Pair-Reviewed · Concord Method

Key Details: What the Experts Say

A 1-minute view of what this section covers. Tap any item to read the full discussion.

  1. The International Menopause Society published 342 evidence-graded recommendations in 2025 — the field has a real consensus process

    285 recommendations are research-supported and 57 are good-practice points, developed by 38 authors using GRADE and AGREE II methodology across lifestyle, symptoms, bone, cardiovascular, dementia, and cancer domains.

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  2. Hormone therapy is the most effective treatment for hot flashes and night sweats — this is consensus across major international organizations

    IMS, FIGO, NAMS, and ICSM agree. Route and formulation matter for safety — transdermal generally carries lower thrombotic risk than oral, with important regimen-specific nuances.

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  3. Guidelines genuinely disagree about first-line treatment for perimenopausal mood symptoms

    FIGO allows hormone therapy first-line when mood symptoms accompany VMS and sleep disruption. EMAS positions antidepressants as first-line even for mild depression. CANMAT places transdermal estrogens as second-line.

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  4. Only 1 of 36 randomized trials on hormone therapy and sexual function enrolled perimenopausal women

    A Cochrane review found that none enrolled only women with sexual dysfunction, only 7 studied sexual function as a primary outcome, and 20 of 36 had high risk of bias — a major evidence gap.

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The Concord Method

Multiple independent AI agents work in coordinated teams. A research pair analyzes published medical literature and compares interpretations. A writing team translates findings into patient-accessible language. An editorial review verifies citation accuracy. A verification swarm traces every claim back to its PubMed source.

Cooperative AI agents working in pairs, using a notation system that forces uncertainty to be visible — they can’t hide what they don’t know from each other.