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About · Editorial policy

Editorial policy

How a Learn guide becomes public, how readers can inspect its sources, what happens when something looks wrong, and which limits we disclose instead of hiding.

How a Learn guide becomes public

Every Learn article is paired with an editorial-manifest decision. That gate determines whether the article can be public; a database status alone is not enough.

  • Passed and revised entries may be published.
  • Needs-revision and needs-expert-review entries stay out of the public article set.
  • An expert-review hold cannot be bypassed by changing only the post status.
  • The manifest gate is checked as publication logic, not shown as decorative copy.

Sources readers can inspect

Learn guides expose a references section, and their article structured data carries the same citation URLs. The source library groups publishers by type so readers can see what kind of evidence supports a claim.

A citation is not medical advice, and we do not treat a study as proving more than its design and findings support.

Corrections and reports

Product, ingredient, and checker surfaces with a Report wrong info control send a specific record into the existing review queue. Article and policy concerns use the contact path so a reader is never sent to a corrections page that does not exist.

GlowLab does not currently publish a complete before-and-after article revision log, so this page does not claim that it does.

Limits and expert review

A needs-expert-review disposition is a hold, not a credential badge. Carefully sourced does not mean medically reviewed, and a Learn guide should not be read as a diagnosis or treatment plan.

Commercial relationships

Sponsored items appear in their own labelled slot, outside rank numbering and separate from the organic list.

Some links are affiliate links — if you buy, we may earn a commission at no cost to you. It never changes a product's score or ranking. As an Amazon Associate I earn from qualifying purchases.

Evidence labels

  • Strong evidence

    Consistent human studies or clear regulatory consensus support this — our highest-confidence grade.

  • Moderate evidence

    At least one human study or a well-supported mechanism, but not yet full scientific consensus.

  • Limited evidence

    Based on lab/animal research, expert opinion, or an absence of reported problems — not a dedicated human safety study.

Found an error?

Tell us which page or sentence looks wrong and attach a source if you have one. Article-policy reports use the existing support form; product and checker pages keep their own wrong-info report flow.

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