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Notes

Blog

Practical notes on evidence synthesis, inspectable AI workflows, and the checkpoints that keep reviews defensible.

  • 4 Sept 2026

    LLMs invent MeSH and Emtree — look headings up

    Use language models for synonyms and field‑tag drafts. Never invent MeSH or Emtree headings — look them up first, then approve.

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  • 28 Aug 2026

    Starting AI‑assisted systematic reviews

    How AI can support systematic reviews while keeping decisions auditable, challengeable, and reproducible.

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