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The next high-yield study for Hormone optimization should target the **cardiometabolic** evidence gap, pre-register the primary endpoint, separate clinical from mechanistic endpoints, preserve safety and adherence capture, and include an analysis plan that can falsify the current boundary-condition claim rather than only confirming a favorable direction. Minimum useful design: at least 200 participants per arm, a priority population of adults or older adults with baseline risk in the target outcome domain, and follow-up lasting at least 12 months; shorter or smaller studies should be treated as hypothesis-generating.

Evidence grade: exploratory

Contradiction status: none

Publication: 5f852f5b-8941-49c3-950b-b6eed340ec3e

Provenance: Derivation Web chain

Citation Support

  • source_1 Saleh 2023
  • source_2 Gu 2024
  • source_3 Abdalla 2026
  • source_4 Villa 2024
  • source_5 Segerer 2020

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