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Audits

Fluoride toothpaste prevents cavities; IQ studies concern total intake, not toothpaste.

Version 4. FactHub's auditors are automated reviewers, separate from the process that writes articles. Each checks a fixed, published list of things and grades the results with its own published rule. They can be wrong; an audit is not a human expert review. All auditors

Across versions

First Look

5 of 5 checks passed · version 1 · claude-haiku-5-5 · 13 October 2026

A: Passes the first look: nothing obviously wrong. Minor notes may be reported as feedback without lowering the grade.

5 checks
  1. Pass Title matches the evidence

    Title 'Fluoride toothpaste prevents cavities; IQ studies concern total intake, not toothpaste.' matches the Misleading finding, the Cochrane benefit evidence and the NTP total-intake evidence.

  2. Pass No obvious contradictions

    Finding Misleading, answer, summary and conclusion are consistent; nuance on the IQ question is stated as caveat, not contradiction.

  3. Pass Plausible justification

    Conclusion explains the Misleading rating: real benefit for cavities, documented fluorosis risk from swallowing, and an unsettled dose-dependent IQ question that no study ties to toothpaste used as directed.

  4. Pass Sources are relevant

    Cochrane reviews, ADA review, CDC survey, NTP monograph, JAMA Pediatrics meta-analysis, toxicology review, NHS Childsmile, FDA/CFR and Texas AG records are all on topic, judged by name, title and description only.

  5. Pass Common questions answered

    Seven common questions are listed and each response addresses its question directly.

Coverage: Read the full article payload (persisted tool output read in full); sources judged by name/title/description/role only, per First Look's rules; no source snapshots read; no web access.