- Source type
- Government
- Access type
- Official
- Publisher
- National Toxicology Program
- Date
- 2024
- Added
- 2026-07-01
Trust profile
VV Source Trust Matrix v1.0
VV Source Trust Matrix v1.0 asks whether this source is trustworthy for the claim lane being used, not whether every possible claim from it is equally strong.
91
Government health research
- Publisher type
- Government research
- Bias profile
- Low
This source is strongest for safety and clinical outcomes and weaker for consumer context and regulatory status.
VV Source Fit Score 1.0
Fit by use case
Fit scores are role-specific. A source can be excellent for one claim lane and weak for another.
- Regulatory status
- 66/100
- Context Source
- Clinical outcomes
- 90/100
- Primary Anchor
- Mechanism
- 90/100
- Primary Anchor
- Safety
- 92/100
- Primary Anchor
- Consumer context
- 88/100
- Strong Support
- Trial discovery
- 89/100
- Strong Support
Best used for
- Research synthesis
- Public-health context
- Safety resources
Weak for
- Primary endpoint extraction when a study is available
Used in Viral Vitalism
Fluoride: Cavity Shield or IQ Risk?
Roles: Regulatory status
NTP monograph on fluoride exposure, neurodevelopment, and cognition
Roles: Regulatory status
Show section-level references
Claim ledger
Claims supported
Reviewed claim cards that cite this source in the evidence graph.
fluoride: Higher fluoride exposure, especially drinking water above about 1.5
Higher fluoride exposure, especially drinking water above about 1.5 mg/L, is associated with lower IQ in children in major reviews, but this should not be flattened into an identical claim about every lower-dose fluoridation system.
fluoride: Current evidence is insufficient to determine whether the U.S.
Current evidence is insufficient to determine whether the U.S. recommended community water fluoridation level of about 0.7 mg/L negatively affects child IQ.
fluoride: Broad claims that community water fluoridation is a major
Broad claims that community water fluoridation is a major cancer driver are weaker and less central than the better-supported debates around dental caries, fluorosis, total exposure, and child neurodevelopment at higher exposure.
Related studies
Related sources
UCSF Clinical Trials: NGN-401 Rett syndrome study
Canonicalized from June 30, 2026 rapid-brief batch.
- Trust score
- 84
- Publisher
- UCSF Clinical Trials
- Access
- Publisher
- Usage
- 1 connection
AABB: FDA warns against use of unapproved HCT/Ps
Canonicalized from June 30, 2026 rapid-brief batch.
- Trust score
- 91
- Publisher
- AABB
- Access
- Publisher
- Usage
- 1 connection
CDC: About Community Water Fluoridation
Fluoride signal source for dental benefit, exposure dose, neurodevelopment, or public-health context.
- Trust score
- 91
- Publisher
- Centers for Disease Control and Prevention
- Access
- Official
- Usage
- 11 connections
CDC: Parasites Diagnosis
Canonical source for this polarized debate signal.
- Trust score
- 91
- Publisher
- Centers for Disease Control and Prevention
- Access
- Official
- Usage
- 11 connections
EPA: A Brief Guide to Mold, Moisture and Your Home
Mold signal source for damp-building respiratory evidence, cleanup, testing, or mold-toxicity claim boundaries.
- Trust score
- 91
- Publisher
- U.S. Environmental Protection Agency
- Access
- Official
- Usage
- 10 connections
FDA Q&A: Proposed order for over-the-counter sunscreen
U.S. Food and Drug Administration used across the Viral Vitalism evidence library.
- Trust score
- 94
- Publisher
- U.S. Food and Drug Administration
- Access
- Official
- Usage
- 9 connections
