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Research

Evidence syntheses · Holistic Quality LLC

Holistic Quality publishes AI-assisted, human-verified evidence syntheses of the published scientific literature. Each artifact is ungated, carries a full reference list with working DOI/PMID links, and states plainly how it was produced. These are working white papers — not peer-reviewed and not medical advice — written so that every claim can be verified against its cited source.

This discipline mirrors the methodology-transparency commitments we make across the product surface (see the Regulator's Bill of Rights): say where the evidence is contested, cite everything, and make the method legible.

Published

Evidence synthesis · Environmental neurology Particulate Matter and Alzheimer's Disease: Associations, Mechanisms, and Missing Links

What the cohort evidence on long-term PM2.5 exposure and dementia actually supports, the biological mechanisms behind it, and the gap between association and causation — with every effect size traced to a verifiable source.

v1.0 · Published 2026-05-29 · HTML + PDF

Why we publish

Open, verifiable research is part of how Holistic Quality engages with regulators and the scientific community. The same transparency discipline governs the rest of our regulator surface:

Contact

Questions, corrections, or citation inquiries — email levi@holisticquality.io.