# ---------------------------------------------------------------------------
# SEARCH HEADLINE: rules as in gulf-of-tonkin/claims.yaml (1-7).
# It may only state a claim that is established or refuted at HIGH confidence with
# anchor_checked: primary. The headline claim (fl-high-exposure-lower-iq) is established at
# MODERATE confidence (the NTP's own rating), so the headline stays DRAFT by rule; it can only be
# moved by a reviewer and the owner.
# ---------------------------------------------------------------------------
headline: "Does Fluoride Lower Kids' IQ? Unsettled at Tap-Water Levels; Lower IQ Found Above 1.5 mg/L"
headline_claim: fl-high-exposure-lower-iq
headline_status: draft          # draft: the headline claim is moderate, not high, confidence
search_summary: >
  Does fluoride lower children's IQ? At the 0.7 mg/L added to North American tap water, no
  effect has been established and the evidence is divided; studies of higher natural levels,
  mostly abroad, find lower IQ.
url_slug: does-fluoride-lower-iq

# ---------------------------------------------------------------------------
# ASSESSMENT (SCHEMA N23): the "Where it stands" box the site shows first. No percentages.
# ---------------------------------------------------------------------------
assessment:
  question: "Does fluoride in drinking water lower children's IQ?"
  answer: "partly"
  headline: "Unsettled at the level added to tap water (0.7 mg/L). At natural levels above 1.5 mg/L, studies consistently find lower IQ (moderate confidence). Pregnancy studies at lower levels are split."
  text: >
    The answer depends on the dose, and the two halves of the question have different answers.
    At high natural levels, mostly in parts of China, India, Iran and Mexico, children exposed to
    water above 1.5 mg/L score lower on IQ tests: the US National Toxicology Program (2024)
    rated this "moderate confidence"; of its 19 low-risk-of-bias studies, 18 reported
    lower IQ with more fluoride (those 19 include two Canadian studies at community levels; the
    NTP found results below 1.5 mg/L less consistent), and Europe's food safety agency (2025)
    reached the same conclusion above 1.5 mg/L. At the 0.7 mg/L added to community water in the US and Canada,
    no effect has been established, and the evidence divides by how exposure was measured. Five
    studies that compare children by where they lived (New Zealand, Sweden, Australia, two large
    US cohorts) find no lower IQ, and a pooled analysis of water studies below 1.5 mg/L found no
    association. One 2026 US cohort that also assigns exposure by home address reports lower
    fluid cognition above about 0.675 mg/L (abstract only; not yet read in full). Studies that measure fluoride in pregnant women's urine (Canada, Mexico) found
    lower IQ in children, while similar studies in Denmark and Spain did not, and Spain's
    pointed the other way. The NTP says its findings do not address whether the sole exposure to
    fluoride added to drinking water at 0.7 mg/L has a measurable effect, and that they may also
    be relevant in fluoridated US areas depending on people's other sources of fluoride. A 2024
    federal court finding of "unreasonable risk" was a regulatory ruling, not a scientific
    finding of harm, and it was vacated on procedural grounds in May 2026. What health bodies
    and governments now do is shown separately, because it is adoption, not evidence: Utah and
    Florida banned fluoridation in 2025, the FDA restricted fluoride drops and tablets for young
    children, the EPA is reviewing the standard, and the CDC's own page still recommends
    fluoridation. The benefit side has also weakened: the 2024 Cochrane review found the
    effect on tooth decay in modern studies small and uncertain.
  key_points:
    - "Above 1.5 mg/L (natural levels, mostly abroad), studies consistently find lower IQ; the NTP rates this moderate confidence."
    - "At community levels, five residence-based cohorts find no lower scores, one 2026 US cohort (abstract only) reports lower; pregnancy urine studies are split."
    - "Adoption, not evidence: a 2024 court ruling (vacated 2026), state bans and FDA limits; the CDC page still recommends fluoridation."
  basis: [fl-high-exposure-lower-iq, fl-water-07-no-lower-iq, fl-maternal-urine-signal, fl-fluoridation-lowers-iq, fl-ntp-silent-on-07, fl-court-ruling-is-not-a-finding, fl-small-effect-not-excludable]
  rated_claim: fl-fluoridation-lowers-iq
  would_settle: >
    For 0.7 mg/L: a large prospective cohort with individual fluoride measures (repeated urine
    or water-plus-diet intake) in a fluoridated population, with maternal IQ and lead measured,
    that either reproduces or fails to reproduce the Canadian and Mexican pregnancy results; or
    a natural experiment comparing cognition in children born before and after a city stopped
    or restarted fluoridation (Calgary stopped 2011 and restarted 2025; dt-calgary-gap). Not yet
    read and listed as sub-questions (fl-sq-...): the JAMA Pediatrics editorials of 2019 and
    2025, the full Cochrane 2024 review, Health Canada's current position, what has happened in
    the court case since the 2026 remand, any formal HHS directive to the CDC, and the original
    source of the "Nazi camps" claim.

# ---------------------------------------------------------------------------
# SHORT ANSWER (owner rule, vaccines-autism log L-02): answer "No" or "Yes" AND name the
# exceptions where they exist, each pointing to the claim that carries its weight.
# ---------------------------------------------------------------------------
short_answer:
  question: "Does fluoride in drinking water lower children's IQ?"
  answer: "No lowering of IQ has been established at the level added to tap water (0.7 mg/L), to the best of our knowledge; except at high natural levels, where it has. One 2026 US cohort (abstract only) reports lower scores above about 0.675 mg/L."
  summary: >
    The level matters. Above 1.5 mg/L, which occurs naturally in parts of Asia, Africa and the
    Americas, studies consistently find lower IQ with more fluoride; the NTP rates this at
    moderate confidence. (Of the NTP's 19 best-rated studies, 18 found lower IQ with more
    fluoride, but that count mixes exposure levels and includes two Canadian studies at
    community levels; below 1.5 mg/L the NTP found results less consistent.) At 0.7 mg/L, the level added to water in the US and Canada, studies following
    children by where they lived (more than 150,000 people across New Zealand, Sweden,
    Australia and the US; Sweden's fluoride is natural) find no lower test scores; one 2026 US
    cohort that also assigns exposure by address reports lower fluid cognition above about 0.675
    mg/L (abstract only, not yet read in full). A smaller set of pregnancy studies that measure
    fluoride in the mother's urine disagree with each other.
  summary_figures:
    - figure: "18 of 19 low-risk-of-bias studies: lower IQ with more fluoride (all exposure levels)"
      detail: >
        NTP Monograph 08 (2024), main search to May 2020: 72 IQ studies, 19 at low risk of bias
        (10 China, 3 India, 3 Mexico, 2 Canada, 1 Iran), more than 7,000 children. The 19 span
        exposure levels: the two Canadian studies are at community levels, and the NTP found the
        nine studies covering the range below 1.5 mg/L "less consistent". None was from the
        United States. A 2020-2023 update added 28 studies and did not change the rating.
      source: [src-ntp-2024]
      checked: full
    - figure: "Water studies below 1.5 mg/L: no association in the pooled dose-response"
      detail: >
        Taylor et al. 2025 (the NTP's meta-analysis): water fluoride below 1.5 mg/L, 7 studies,
        2,832 children, slope 0.05 (-0.36 to 0.45); the 3 low-risk-of-bias studies alone, -0.32
        (-0.91 to 0.26), inverse but not significant. Urinary fluoride below 1.5 mg/L, 5
        studies: a small inverse slope, -0.08 (-0.15 to -0.003).
      source: [src-taylor-2025]
      checked: full
    - figure: "Residence-based cohorts at community levels: no lower IQ"
      detail: >
        New Zealand (Dunedin, 992 children), Sweden (81,776 conscripts), Australia (357), the US
        High School and Beyond cohort (57,960 adolescents) and the Wisconsin Longitudinal Study
        (10,317). Exposure is assigned by place of residence, not measured in each child.
      source: [src-broadbent-2015, src-aggeborn-ohman-2021, src-do-2024, src-warren-2025, src-warren-2026]
      checked: full
    - figure: "What is and is not summed"
      detail: >
        The five residence-based cohorts are separate populations in four countries, so their
        sizes are added (992 + 81,776 + 357 + 57,960 + 10,317 = 151,402; Stratah's arithmetic).
        The review counts (NTP, Taylor) are not added to them or to each other: the reviews
        share most of their studies. The cohorts also measure different outcomes (childhood IQ,
        conscript test scores, high-school achievement tests, adult cognition), and Sweden's
        exposure is natural fluoride, not fluoridation.
  basis: >
    High exposure: fl-high-exposure-lower-iq. Community level: fl-water-07-no-lower-iq and
    fl-maternal-urine-signal, which disagree, and fl-fluoridation-lowers-iq, which records the
    general claim as contested. The NTP findings do not address whether the sole exposure to
    fluoride added to drinking water has an effect (fl-ntp-silent-on-07, with the monograph's
    qualification); fl-echo-2026-change-point is a contrary report, abstract only.
  except:
    - claim: fl-high-exposure-lower-iq
      text: >
        The exception that is established: above 1.5 mg/L, studies consistently find lower IQ.
        This is the level of high natural fluoride, not of fluoridation.
      scale: >
        In the US about 1.9 million people (0.59%) drank water with 1.5 mg/L or more of natural
        fluoride (NTP, April 2020 data); most of the studies come from high-fluoride regions of
        China, India, Iran and Mexico.
      scale_sources: [src-ntp-2024]
      what_it_is:
        - "A consistent association across many studies, rated moderate confidence by the NTP and accepted by EFSA in 2025."
        - "Mostly cross-sectional studies, which compare children at one moment and cannot fully rule out other differences between villages."
      what_it_is_not:
        - "Not a finding about the sole exposure to fluoride added to drinking water at 0.7 mg/L, which the NTP says its findings do not address; it adds that they may be relevant in fluoridated areas depending on other sources of fluoride (fl-ntp-silent-on-07)."
        - "Not a measured number of IQ points for any individual child: the NTP gave no estimate of points lost."
    - claim: fl-maternal-urine-signal
      text: >
        The open question: in pregnancy cohorts in Canada and Mexico, children of mothers with
        more fluoride in their urine scored lower on IQ tests; the Canadian urine result was in
        boys only, though its estimate of mothers' fluoride intake was linked to lower IQ in both
        sexes. Similar studies in Denmark found nothing and in Spain found the opposite in boys.
      scale: >
        Four pregnancy cohorts, from 248 to 837 mother-child pairs in the analyses. Canada (MIREC, 512 pairs):
        boys -4.49 IQ points per 1 mg/L of maternal urinary fluoride (-8.38 to -0.60); girls no
        significant change; maternal fluoride intake, both sexes, -3.66 IQ points per 1 mg/day.
        Mexico (211 children in the IQ analysis, of 299 pairs): -2.50 IQ points per 0.5 mg/L, where exposure comes from
        fluoridated salt, not water.
      scale_sources: [src-green-2019, src-bashash-2017, src-grandjean-2024-odense, src-ibarluzea-2022]
      what_it_is:
        - "A statistical association in a few prospective cohorts, published in mainstream journals."
      what_it_is_not:
        - "Not replicated: the Danish cohort (837) found no association and the Spanish one found higher scores in boys."
        - "Not a measure of what each mother drank: spot urine reflects the last few hours (the Canadian authors note a half-life of about 5 hours)."
    - claim: fl-small-effect-not-excludable
      text: >
        A limit, not an exception. No study can prove an effect is exactly zero. The Swedish
        register study rules out losses larger than 0.14 standard deviations per 1 mg/L; smaller
        effects cannot be excluded by the studies read.
      scale_sources: [src-aggeborn-ohman-2021, src-do-2024]
  also_true:
    - claim: fl-dental-benefit-smaller-now
      text: >
        The benefit side has also moved. Older studies (mostly before 1975) found fluoridation
        cut tooth decay in baby teeth by about a third; in post-1975 studies the 2024 Cochrane
        review found a small effect whose confidence interval includes no benefit.
      scale_sources: [src-cochrane-2015, src-cochrane-2024, src-catfish-2024]

source_notices:
  - source: src-ntp-2024
    notice: >
      CORRECTED. The NTP monograph carries an erratum of 4 Sep 2024 (a description of how
      children were sampled in one study). It does not change the monograph's conclusion.

subject: fluoride-iq
title: "Does Fluoride in Drinking Water Lower Children's IQ? (1945 to the present)"
description: >
  The question is dose-dependent and is filed as two questions that must not be fused: high
  natural exposure (above 1.5 mg/L), where the evidence is consistent; and community water
  fluoridation (0.7 mg/L), where it is not. The dig keeps apart (1) what the studies measured,
  filed as `synthetic`; (2) what the primary documents say (the NTP review, the court rulings,
  the statutes and agency actions); (3) the popular claims built on top of these; and (4) the
  institutional record, which in 2025-2026 split sharply in the United States, filed as
  adoption, never as evidence, in both directions.

# ---------------------------------------------------------------------------
# VERIFICATION LEVELS (as in vaccines-autism):
#   anchor_checked: primary    the full document was fetched and read directly (sha256 in sources/MANIFEST.yaml)
#   anchor_checked: secondary  read only as an abstract, through a summarizing fetch tool, or as quoted by others
#   anchor_checked: no         not read
# Evidential weight is capped at 4 unless anchor_checked is primary.
# Population statistics are filed as `synthetic`.
# ---------------------------------------------------------------------------

divergence_note: >
  Here the usual gap is reversed in places. For decades institutions and the public agreed
  that fluoridation was safe and the debate was a fringe one; since 2024 the evidence about
  high exposure has firmed up while the evidence about 0.7 mg/L has not, yet adoption has
  moved fastest on 0.7 mg/L. Two US states banned fluoridation in 2025, the future US Health
  Secretary called fluoride an industrial waste associated with IQ loss (Nov 2024), and the FDA
  cited "possibly decreased IQ" when it began action on children's fluoride drops (May 2025), while the FDA's own
  scientific evaluation called the US evidence on IQ "equivocal" and the NTP said its findings
  do not address whether the sole exposure to fluoride added to drinking water has an effect. On the other side, the CDC page and the main dental and
  paediatric bodies still say fluoridation is safe, a position that rests partly on older
  dental studies whose benefit the 2024 Cochrane review found much smaller in modern data.
  Public opinion sits between: in April 2026, 43% of US adults favored fluoridation and 26%
  opposed it (Annenberg). Stratah records all of this and gives none of it evidential weight.
  The real open edge is narrow and specific: whether exposure in pregnancy at community levels
  affects a child's IQ, a question on which four cohorts disagree.

claims:

  # =====================================================================
  # A. THE CORE QUESTION: HIGH EXPOSURE
  # =====================================================================

  - id: fl-high-exposure-lower-iq
    state: established
    statement_kind: judgment
    statement: >
      Children exposed to drinking water with more than 1.5 mg/L of fluoride (the WHO guideline
      value) score lower on IQ tests than children with less exposure, consistently across many
      studies, most of them from high-fluoride regions of China, India, Iran and Mexico.
    evidence_class: synthetic
    confidence: moderate
    confidence_reasons:
      start: high
      steps:
        - {domain: primary_anchor_read, effect: none, reason: "NTP monograph, Taylor 2025 and Choi 2012 read in full."}
        - {domain: risk_of_bias, effect: down1, reason: "Most studies are cross-sectional (16 of the 19 low-risk-of-bias studies); confounding between villages cannot be fully excluded."}
        - {domain: independent_corroboration, effect: none, reason: "Several research groups and an EU agency (EFSA 2025) reach the same conclusion above 1.5 mg/L, but they review the same body of studies."}
    evidential_weight: 4   # of 5
    anchor_checked: primary
    adoption_weight: 4   # of 5
    adoption_note: >
      Accepted above 1.5 mg/L by the NTP (2024) and EFSA (2025); the main critics read here
      (Kumar et al.) dispute the low range, not the high one. The FDA's 2025 evaluation calls the
      evidence mixed and does not state a view on the high range. This is adoption:
      information, not evidence.
    would_change_if: >
      well-conducted prospective cohorts in high-fluoride areas, measuring lead, arsenic, iodine
      and parental IQ, find no association
    anchor:
      type: systematic-review-and-meta-analysis
      description: >
        NTP Monograph 08 (Aug 2024), Abstract p. xix: "with moderate confidence", water fluoride
        concentrations exceeding 1.5 mg/L "are consistently associated with lower IQ in
        children"; 72 IQ studies, 19 low risk of bias, 18 of them inverse; more than 7,000
        children in the 19; countries China 10, India 3, Mexico 3, Canada 2, Iran 1 [read].
        Taylor et al. 2025, Table 2: water-fluoride dose-response over all data, 31 studies,
        slope -0.15 (-0.20 to -0.11) [read]. Choi et al. 2012: 27 studies (25 China, 2 Iran),
        SMD -0.45 (-0.56 to -0.35), exposed-group water up to 11.5 mg/L [read]. EFSA 2025
        summary: adverse effects on the developing brain at concentrations above 1.5 mg/L
        [read, summary only].
      accessible: true
      sources: [src-ntp-2024, src-taylor-2025, src-choi-2012, src-efsa-2025]
    positions:
      - label: "Yes"
        holder: "NTP 2024; Taylor et al. 2025; Choi et al. 2012; EFSA 2025"
        ground: "Consistent inverse associations above 1.5 mg/L across countries and study designs."
      - label: "No (what exists)"
        holder: "No group read here disputes the high-exposure association itself"
        ground: >
          NASEM (2020) criticized the NTP's 2019 draft for not adequately supporting its
          conclusion, and added that this "does not mean that the conclusion is incorrect"
          (fl-nasem-reviews).
    basis: >
      Filed as established because the result holds across many independent study populations
      and the primary documents were read; held at moderate confidence because the design of
      most studies is cross-sectional. Evidence class is synthetic: these are statistical
      associations.

  - id: fl-ntp-silent-on-07
    state: established
    statement_kind: reported
    statement: >
      The NTP monograph states that its findings do not address whether the sole exposure to
      fluoride added to drinking water at 0.7 mg/L, the US and Canadian level, is associated
      with a measurable effect on IQ; it adds that the moderate-confidence conclusions may also
      be relevant in optimally fluoridated US areas depending on people's additional exposure
      from other sources, and that targeted US research is needed. It gives no estimate of IQ
      points lost.
    evidence_class: primary_text
    confidence: high
    confidence_reasons:
      start: high
      steps:
        - {domain: primary_anchor_read, effect: none, reason: "Read in the monograph itself, p. ii and p. 102."}
    evidential_weight: 5   # of 5
    anchor_checked: primary
    adoption_weight: 2   # of 5
    adoption_note: >
      Not measured. Whether public uses of the monograph state this limit was not surveyed.
    would_change_if: a revised NTP edition states a conclusion about 0.7 mg/L
    anchor:
      type: primary-document
      description: >
        "About This Monograph", p. ii: the findings "do not address whether the sole exposure
        to fluoride added to drinking water" at 0.7 mg/L in the United States and Canada is
        associated with a measurable effect on IQ [read]. p. 84, after the 1.9 million figure:
        the conclusions "may also be relevant to people living in optimally fluoridated areas of
        the United States depending on the extent of their additional exposures to fluoride from
        sources other than drinking water", and targeted US research is needed [read, reviewer
        round 1]. Addendum, p. 102: the rating rests
        "primarily on studies with estimated fluoride exposures higher than" those of optimally
        fluoridated US water, and "uncertainty remains" at the lower range [read]. p. 47: below
        1.5 mg/L the association "appeared less consistent" [read].
      accessible: true
      sources: [src-ntp-2024]
    basis: >
      The monograph's own scope statement. This claim records what the document says, not
      whether 0.7 mg/L is safe.

  - id: fl-nasem-reviews
    state: established
    statement_kind: reported
    statement: >
      The National Academies reviewed two drafts of the NTP monograph. In 2020 they found the
      draft's conclusion not adequately supported; in 2021 they found that the added
      meta-analysis substantially increased support for it, but that no conclusions could be
      drawn about low exposures such as water fluoridation.
    evidence_class: primary_text
    confidence: high
    evidential_weight: 5   # of 5
    anchor_checked: primary
    adoption_weight: 2   # of 5
    adoption_note: "Cited by both sides; not measured."
    would_change_if: not applicable (a record of what the reviews say)
    anchor:
      type: primary-document
      description: >
        NASEM 2020, Summary: "the committee does not find that NTP has adequately supported its
        conclusion. That finding does not mean that the conclusion is incorrect"; criticisms
        include inconsistent risk-of-bias ratings, use of an advocacy group's literature list,
        and no meta-analysis [read]. NASEM 2021 letter: the meta-analysis "substantially
        increases the support"; NTP should make clear that the monograph "cannot be used to
        draw any conclusions regarding low fluoride exposure concentrations, including those
        typically associated with drinking-water fluoridation" [read]. After these reviews the
        NTP dropped its hazard conclusion and retitled the document a state-of-the-science
        review (monograph p. xi, pp. 3-5) [read].
      accessible: true
      sources: [src-nasem-2020, src-nasem-2021, src-ntp-2024]

  # =====================================================================
  # B. THE CORE QUESTION: COMMUNITY WATER FLUORIDATION (0.7 mg/L)
  # =====================================================================

  - id: fl-fluoridation-lowers-iq
    state: contested
    statement_kind: judgment
    statement: >
      Community water fluoridation at the level used in the US and Canada (0.7 mg/L) lowers
      children's IQ.
    evidence_class: synthetic
    confidence: low
    confidence_reasons:
      start: moderate
      steps:
        - {domain: inconsistency, effect: down1, reason: "Residence-based cohorts are null; pregnancy urine cohorts disagree in direction (Canada and Mexico lower, Denmark null, Spain higher)."}
        - {domain: indirectness, effect: none, reason: "Recorded in fl-maternal-urine-signal and fl-water-07-no-lower-iq."}
    evidential_weight: 2   # of 5
    anchor_checked: primary
    adoption_weight: 3   # of 5
    adoption_note: >
      Stated by Robert F. Kennedy Jr. (post of 2 Nov 2024, before he became Health Secretary) and cited in the reasons for the
      2025 Utah and Florida bans and the FDA's 2025 action; rejected by the CDC page (as fetched
      3 Oct 2026), the ADA and the AAP. In April 2026, 17% of US adults said fluoridation has a
      negative effect on health (Annenberg; the question did not ask about IQ). Adoption is
      information, not evidence.
    would_change_if: >
      a large cohort in a fluoridated population with repeated individual exposure measures
      reproduces the pregnancy-urine result, or several such cohorts find none
    disputed_by:
      - {who: "Taylor et al. (NTP authors)", kind: work, position: "Inverse associations still observed below 1.5 mg/L in high-quality studies, by urinary and drinking-water measures", source_read: true, via: src-taylor-2025-aogh}
      - {who: "Kumar et al.", kind: work, position: "No association in non-endemic (low-fluoride) studies", source_read: false, via: src-kumar-2023}
    anchor:
      type: cohort-and-meta-analysis
      description: >
        Taylor 2025, Table 2: water fluoride below 1.5 mg/L, 7 studies, n=2,832, slope 0.05
        (-0.36 to 0.45), p=.82; restricted to low risk of bias, 3 studies, -0.32 (-0.91 to
        0.26), p=.28, inverse but not significant; urinary fluoride below 1.5 mg/L, 5 studies,
        -0.08 (-0.15 to -0.003), p=.04; Canada (2 studies) group comparison SMD 0.01 (-0.14 to 0.16) [read].
        For the individual cohorts see fl-water-07-no-lower-iq and fl-maternal-urine-signal.
      accessible: true
      sources: [src-taylor-2025, src-taylor-2025-aogh, src-kumar-2023, src-antoon-kumar-2025]
    positions:
      - label: "Yes (what exists)"
        holder: "Green 2019 (Canada); Bashash 2017 (Mexico); Taylor 2025 urinary slope below 1.5 mg/L"
        ground: >
          Higher maternal urinary fluoride is associated with lower child IQ in two cohorts, and
          the pooled urinary slope below 1.5 mg/L is small but statistically significant.
      - label: "No"
        holder: "Residence-based cohorts (NZ, Sweden, Australia, two US cohorts); Danish pregnancy cohort; Taylor 2025 water slope below 1.5 mg/L; Kumar 2023"
        ground: >
          No lower IQ where children are compared by community fluoridation, and no association
          in pooled water-fluoride data below 1.5 mg/L.
    basis: >
      Filed as contested, not proposed and not refuted: unlike the vaccines-autism general
      claim, there is real evidence on both sides, and the two sides measure exposure in
      different ways. Low confidence in either direction.

  - id: fl-water-07-no-lower-iq
    state: established
    statement_kind: judgment
    statement: >
      Five cohorts that compare people by the fluoride level of the community water they grew
      up on (fluoridated water of about 0.7 to 1.0 mg/L, or in Sweden natural fluoride averaging
      0.35 mg/L) find no lower IQ, cognitive or achievement test scores. A sixth, the 2026 ECHO
      analysis (fl-echo-2026-change-point, abstract only), assigns exposure the same way and
      reports lower scores above about 0.675 mg/L.
    evidence_class: synthetic
    confidence: moderate
    confidence_reasons:
      start: high
      steps:
        - {domain: primary_anchor_read, effect: none, reason: "All five cohorts read in full (Sweden in a third-party copy)."}
        - {domain: indirectness, effect: down1, reason: "Exposure is assigned by residence, not measured in each child; prenatal exposure is mostly not considered (critique: Grandjean 2019)."}
    evidential_weight: 4   # of 5
    anchor_checked: primary
    adoption_weight: 3   # of 5
    adoption_note: >
      Cited by the ADA and the AAP (not about ECHO 2026); criticized as ecological by the Canadian MIREC authors and
      by Grandjean. Not measured.
    would_change_if: >
      a residence-based cohort with prenatal exposure and individual measures finds lower scores,
      or the existing cohorts are shown to misclassify exposure enough to hide an effect
    anchor:
      type: cohort-studies
      description: >
        New Zealand (Dunedin, born 1972-73): childhood IQ, adjusted difference -0.14 (-3.49 to
        3.20), 992 children, of whom 99 unexposed; authors call the exposure measure "an
        ecological one" [read]. Sweden (Aggeborn & Öhman 2021, natural fluoride, mean 0.353
        mg/L): conscription test scores of 81,776 men, no effect; losses larger than 0.14 SD
        per 1 mg/L ruled out [read, third-party copy]. Australia (Do 2024): 357 young adults,
        100% vs 0% early-life fluoridated water, 1.07 (-2.86 to 5.01) IQ points, inside a
        3.75-point equivalence margin [read]. US High School and Beyond (Warren 2025): 57,960
        adolescents, exposed scored about 7% of a standard deviation higher on achievement tests (math, reading, vocabulary) [read]. US
        Wisconsin Longitudinal Study (Warren 2026): 10,317 people, only 2 of 45 key
        coefficients significant, no negative association [read].
      accessible: true
      sources: [src-broadbent-2015, src-aggeborn-ohman-2021, src-do-2024, src-warren-2025, src-warren-2026, src-grandjean-2019-review]
    positions:
      - label: "No lower IQ"
        holder: "Broadbent 2015; Aggeborn & Öhman 2021; Do 2024; Warren 2025, 2026"
        ground: "Five cohorts in four countries."
      - label: "Lower scores above about 0.675 mg/L (abstract only)"
        holder: "Simon et al. 2026 (ECHO), fl-echo-2026-change-point"
        ground: >
          2,514 US children, prenatal water fluoride assigned from census-tract levels linked to
          residential addresses; fluid cognition -0.67 points per 100 micrograms/L above 675
          micrograms/L (-0.92 to -0.42) [abstract]. Full text not read.
      - label: "Weak test (critique)"
        holder: "Grandjean 2019 on Dunedin; Neurath on Warren 2026 (preprint, not read)"
        ground: >
          Dunedin had only 99 unexposed children and ignored prenatal exposure, so its power was
          "probably insufficient" [read].
    basis: >
      Filed as established at moderate confidence for the five cohorts read: the null result is
      consistent and the documents were read, but one contrary residence-based report is open
      (ECHO 2026, abstract only; reading it in full could lower this confidence); the weakness is that the design cannot see differences in
      individual exposure, including in pregnancy.

  - id: fl-maternal-urine-signal
    state: contested
    statement_kind: judgment
    statement: >
      In pregnancy cohorts at community-level exposure, higher fluoride in the mother's urine is
      associated with lower IQ in her child.
    evidence_class: synthetic
    confidence: low
    confidence_reasons:
      start: moderate
      steps:
        - {domain: primary_anchor_read, effect: none, reason: "Canadian, Mexican and Danish studies read in full; Spanish study abstract only."}
        - {domain: inconsistency, effect: down1, reason: "Two cohorts inverse (Canada in boys only), one null (Denmark), one in the opposite direction in boys (Spain)."}
    evidential_weight: 3   # of 5
    anchor_checked: primary
    adoption_weight: 3   # of 5
    adoption_note: >
      The Canadian study (2019) was the most-cited new evidence in the US court case and in the
      2025 federal actions; the journal's editor published a note explaining the decision to
      publish (not read). Not measured.
    would_change_if: >
      a further cohort with repeated urine samples and maternal IQ reproduces or fails to
      reproduce the association; or the MIREC exposure measurements are shown to be invalid
    disputed_by:
      - {who: "Guichon et al. 2024", kind: work, position: "MIREC measurements are invalid", source_read: false, via: src-guichon-2024}
      - {who: "Kumar et al. 2025", kind: work, position: "All four maternal-urine studies fail EPA data-quality criteria; pooled slope not significant", source_read: false, via: src-kumar-2025}
    anchor:
      type: prospective-cohorts
      description: >
        Canada, MIREC (Green 2019): 512 mother-child pairs; mean maternal urinary fluoride 0.69
        vs 0.40 mg/L in fluoridated vs non-fluoridated cities; boys -4.49 IQ points per 1 mg/L
        (-8.38 to -0.60), girls 2.40 (-2.53 to 7.33), sex interaction p=.02; fluoride intake,
        both sexes, -3.66 per 1 mg/day; adjusting for lead and other metals did not
        substantially change estimates; no maternal IQ data [read]. Mexico, ELEMENT (Bashash
        2017): 299 pairs, 211 with IQ data, -2.50 IQ points per 0.5 mg/L creatinine-adjusted maternal urinary
        fluoride (-4.12 to -0.59); exposure from fluoridated salt [read]. Denmark, Odense
        (Grandjean 2024): 837 children, 0.08 (-1.14 to 1.30) per doubling, null, no sex
        difference [read]. Spain, INMA (Ibarluzea 2022): positive association in boys (higher
        scores with more fluoride) [abstract].
      accessible: true
      sources: [src-green-2019, src-till-2020-reply, src-bashash-2017, src-grandjean-2024-odense, src-ibarluzea-2022, src-guichon-2024, src-kumar-2025]
    positions:
      - label: "Yes (what exists)"
        holder: "Green 2019; Bashash 2017; a three-cohort benchmark-dose analysis (Grandjean 2024)"
        ground: "Inverse associations in two cohorts after adjusting for lead and other metals."
      - label: "No"
        holder: "Grandjean 2024 Danish cohort; Ibarluzea 2022; Kumar 2025"
        ground: "No association in Denmark; opposite direction in Spain; exposure measure criticized."
    basis: >
      Spot urine reflects recent intake (the Canadian authors cite a half-life of about 5
      hours), and the Canadian urine result appears in boys only (the intake estimate, a method
      the authors say is not validated, was inverse in both sexes). The authors themselves wrote that
      their study "reported an association, not causation" (src-till-2020-reply).

  - id: fl-formula-signal
    state: proposed
    statement_kind: reported
    statement: >
      In the Canadian MIREC cohort, infants fed formula made with fluoridated water had lower
      later IQ scores than those with less fluoride exposure, but the full-scale IQ result lost
      significance after adjusting for prenatal exposure.
    evidence_class: synthetic
    confidence: provisional
    evidential_weight: 2   # of 5
    anchor_checked: primary
    adoption_weight: 2   # of 5
    adoption_note: "Not measured."
    would_change_if: a second cohort with recorded formula preparation reproduces or contradicts it
    anchor:
      type: cohort-study
      description: >
        Till et al. 2020: 398 children (200 breastfed, 198 formula-fed); per 0.5 mg/L water
        fluoride, full-scale IQ in formula-fed -4.4 (-8.34 to -0.46); after adjusting for
        prenatal exposure -3.58 (-7.83 to 0.66); performance IQ lower in both feeding groups;
        verbal IQ null; authors: results "must be interpreted with caution" [read].
      accessible: true
      sources: [src-till-2020-formula]

  - id: fl-echo-2026-change-point
    state: proposed
    statement_kind: reported
    statement: >
      A 2026 analysis of US ECHO cohorts reports that children's fluid cognition begins to fall
      above a water fluoride level of about 0.675 mg/L.
    evidence_class: synthetic
    confidence: provisional
    evidential_weight: 2   # of 5
    anchor_checked: secondary   # abstract only
    adoption_weight: 1   # of 5
    adoption_note: "Published Aug 2026; not measured."
    would_change_if: the full text shows a different model or a fragile change-point estimate
    anchor:
      type: cohort-study
      description: >
        Simon et al. 2026 (abstract): 2,514 children; mean water fluoride 396.9 micrograms/L;
        above a change point of 675 micrograms/L, -0.67 points per 100 micrograms/L (-0.92 to
        -0.42) [abstract]. Full text not read.
      accessible: true
      sources: [src-simon-2026]
    basis: >
      New and unreviewed here; filed as proposed until the full paper is read. It is the first
      large US study to report an effect near community levels, so it carries load and must be
      read before anything rests on it.

  - id: fl-small-effect-not-excludable
    state: established
    statement_kind: judgment
    statement: >
      The studies read cannot rule out a small effect of community-level fluoride on IQ; the
      largest null study rules out only effects larger than about 0.14 standard deviations per
      1 mg/L.
    evidence_class: synthetic
    confidence: high
    evidential_weight: 4   # of 5
    anchor_checked: primary
    adoption_weight: 1   # of 5
    adoption_note: "Rarely stated by either side; not measured."
    would_change_if: a much larger study with individual exposure measures narrows the interval
    anchor:
      type: study-limits
      description: >
        Aggeborn & Öhman 2021: negative effects larger than 0.14 SD per 1 mg/L ruled out [read].
        Do 2024: equivalence margin of 3.75 IQ points; the estimate fell inside it [read].
        Confidence intervals in the other null studies include losses of up to about 3.5 points
        (Dunedin, -3.49) [read].
      accessible: true
      sources: [src-aggeborn-ohman-2021, src-do-2024, src-broadbent-2015]
    basis: >
      A limit of statistics, not a finding of harm: no study can show an effect is exactly
      zero.

  # =====================================================================
  # C. COURTS AND LAW: WHAT THEY ARE AND WHAT THEY ARE NOT
  # =====================================================================

  - id: fl-court-ruling-is-not-a-finding
    state: established
    statement_kind: reported
    statement: >
      On 24 September 2024 a federal court ruled that fluoridation at 0.7 mg/L poses an
      "unreasonable risk" of reduced IQ under the Toxic Substances Control Act and ordered the
      EPA to start rulemaking; the same ruling says it does not conclude with certainty that
      fluoridated water harms public health and does not order fluoridation to stop.
    evidence_class: primary_text
    confidence: high
    evidential_weight: 5   # of 5
    anchor_checked: primary
    adoption_weight: 3   # of 5
    adoption_note: >
      Widely reported as "a court ruled fluoride lowers IQ"; the ADA's statement of 25 Sep 2024
      misquotes the "with certainty" sentence as "with any certainty" [read]. Not measured.
    would_change_if: not applicable (a record of what the ruling says); see fl-court-ruling-vacated
    anchor:
      type: court-opinion
      description: >
        Doc. 445, p. 2: fluoridation at 0.7 mg/L "poses an unreasonable risk of reduced IQ in
        children"; "this finding does not conclude with certainty that fluoridated water is
        injurious to public health"; "This order does not dictate precisely what that response
        must be" [read]. p. 6: a margin-of-exposure reasoning in which a hazard level of 4 mg/L
        divided by 10 gives 0.4 mg/L [read]. paras 121-122, pp. 79-80: unreasonable risk under
        15 U.S.C. 2620(b)(4)(B)(ii); EPA to initiate rulemaking under section 6(a) [read].
      accessible: true
      sources: [src-fww-v-epa-2024, src-ada-2024-09-25]
    what_it_is:
      - "A regulatory finding under a specific statute (TSCA section 21), weighing risk with a safety margin."
      - "An order for the EPA to begin a rulemaking process, with no outcome specified."
    what_it_is_not:
      - "Not a scientific finding that fluoridation lowers IQ: the court says it does not conclude that with certainty."
      - "Not an order to stop fluoridation."
      - "No longer in force: vacated on appeal on 21 May 2026 (fl-court-ruling-vacated)."

  - id: fl-court-ruling-vacated
    state: established
    statement_kind: reported
    statement: >
      On 21 May 2026 the Ninth Circuit vacated the 2024 ruling and sent the case back, holding
      that the district court abused its discretion in how it handled the case after the first
      trial; it did not rule on the science.
    evidence_class: primary_text
    confidence: high
    evidential_weight: 5   # of 5
    anchor_checked: primary
    adoption_weight: 2   # of 5
    adoption_note: "Much less widely reported than the 2024 ruling. Not measured."
    would_change_if: the district court rules again on remand, or the vacatur is reheard
    anchor:
      type: appellate-memorandum
      description: >
        9th Cir. No. 25-384, memorandum filed 21 May 2026 (not for publication): "we vacate the
        district court's decision and remand"; the court "abused its discretion after the first
        bench trial by commandeering the case"; remand to rule on the first trial record (the
        first trial, held before the final NTP monograph); standing returned to the district court
        [read].
      accessible: true
      sources: [src-ca9-2026]
    what_it_is:
      - "A procedural ruling about how the trial court managed the case."
    what_it_is_not:
      - "Not a finding that fluoride is safe: the appeals court did not review the science."

  - id: fl-court-proved-harm
    state: refuted
    statement_kind: judgment
    refutes_target: >
      The popular claim that a US federal court found or proved that fluoridated water lowers
      children's IQ
    refutation_class: narrative_drift
    statement: >
      A US federal court found that fluoridated water lowers children's IQ.
    evidence_class: primary_text
    confidence: high
    evidential_weight: 5   # of 5
    anchor_checked: primary
    adoption_weight: 3   # of 5
    adoption_note: "Common in 2024-2025 coverage and posts; not measured."
    would_change_if: a court issues a finding of causation on a full record
    anchor:
      type: court-opinion
      description: >
        The 2024 opinion itself says the finding "does not conclude with certainty that
        fluoridated water is injurious to public health" (Doc. 445 p. 2) [read]; it was vacated
        on 21 May 2026 (9th Cir. No. 25-384) [read].
      accessible: true
      sources: [src-fww-v-epa-2024, src-ca9-2026]
    positions:
      - label: "Yes (what is real)"
        holder: "Food & Water Watch v. EPA (2024)"
        ground: "The court did find an unreasonable risk under TSCA at 0.7 mg/L."
      - label: "No"
        holder: "The ruling's own text; the Ninth Circuit"
        ground: "The court said it did not conclude harm with certainty, and the ruling has been vacated."
    basis: >
      Refuted on primary text: the ruling's own words. The drift is from a regulatory risk
      finding to a causal finding.

  - id: fl-state-bans-2025
    state: established
    statement_kind: reported
    statement: >
      Utah (signed 27 March 2025, in force 7 May 2025) and Florida (approved 20 May 2025, in
      force 1 July 2025) each enacted a prohibition on adding fluoride to public water (whether any state did so earlier is not checked: fl-sq-other-state-bans);
      Florida's law does so without using the word fluoride.
    evidence_class: primary_text
    confidence: high
    evidential_weight: 5   # of 5
    anchor_checked: primary
    adoption_weight: 4   # of 5
    adoption_note: "These are adoption events: a legislature acting is not evidence about IQ."
    would_change_if: not applicable (a record of enacted law)
    anchor:
      type: statute
      description: >
        Utah H.B. 81, enrolled, section 19-4-111(2): "A person may not add fluoride to water"
        in a public water system; effective 7 May 2025; signed 27 Mar 2025 per the bill status
        record [read]. Florida SB 700, Chapter 2025-22, sections 31-32 (p. 51): defines "water
        quality additive" and bars any additive that does not meet the definition; presented
        to the Governor 15 May 2025, approved 20 May 2025, effective 1 Jul 2025 [read].
      accessible: true
      sources: [src-utah-hb81, src-florida-sb700]

  - id: fl-fda-ingestible-action
    state: established
    statement_kind: reported
    statement: >
      In October 2025 the FDA moved against ingestible fluoride drops and tablets for young
      children (labelling for children under 3, or not at high risk of decay) and not against
      fluoridated water; its own scientific evaluation called the evidence on IQ in the US
      population "equivocal".
    evidence_class: primary_text
    confidence: high
    evidential_weight: 5   # of 5
    anchor_checked: primary
    adoption_weight: 3   # of 5
    adoption_note: "An agency action; adoption, not evidence."
    would_change_if: the FDA takes a further or different action
    anchor:
      type: agency-documents
      description: >
        13 May 2025 release: "initiating action to remove" ingestible fluoride prescription
        products for children; studies "suggested an association" with "possibly decreased IQ"
        [read]. 90 FR 25329 (16 Jun 2025): "These safety findings are not conclusive" [read].
        31 Oct 2025: notices to 4 companies of intended enforcement against labelling for
        children under 3 or not at high risk; the CDER evaluation, p. 13, calls the evidence
        "equivocal in the U.S. population"; p. 15, neurocognitive concerns "more
        hypothesis-generating" [read].
      accessible: true
      sources: [src-fda-2025-05-13, src-fr-2025-10943, src-fda-2025-10-31]

  - id: fl-epa-review-open
    state: established
    statement_kind: reported
    statement: >
      The EPA is reviewing the fluoride drinking-water standard under the Safe Drinking Water
      Act; as of October 2026 it has published a plan and a protocol but no conclusions, and the
      legal maximum remains 4.0 mg/L.
    evidence_class: primary_text
    confidence: high
    evidential_weight: 5   # of 5
    anchor_checked: primary
    adoption_weight: 2   # of 5
    adoption_note: "Not measured."
    would_change_if: the EPA releases a draft toxicity assessment or proposes a new limit
    anchor:
      type: agency-documents
      description: >
        EPA release 7 Apr 2025 ("Without prejudging any outcomes") [read]. 91 FR 3722 (28 Jan
        2026): the plan "does not contain conclusions regarding harmful human health effects"
        [read]. Release of 3 Aug 2026 and protocol EPA-822-D-26-001: the assessment will cover
        neurodevelopment and dental fluorosis; draft not released [read]. 40 CFR 141.62: MCL
        4.0 mg/L, as of 1 Sep 2026 [read].
      accessible: true
      sources: [src-epa-2025-04-07, src-epa-2026-01-22, src-fr-2026-01657, src-epa-2026-08-protocol, src-ecfr-fluoride-mcl]

  - id: fl-cdc-still-recommends
    state: established
    statement_kind: reported
    statement: >
      As fetched on 3 October 2026, the CDC's fluoridation recommendations page still says the
      CDC continues to recommend community water fluoridation, although the US Health Secretary
      said in April 2025 that he would tell the CDC to stop.
    evidence_class: primary_text
    confidence: moderate
    confidence_reasons:
      start: high
      steps:
        - {domain: indirectness, effect: down1, reason: "A web page can lag behind policy; no formal withdrawal or HHS directive was found, and hhs.gov refused this environment (fl-sq-hhs-directive)."}
    evidential_weight: 4   # of 5
    anchor_checked: primary
    adoption_weight: 3   # of 5
    adoption_note: "Institutional positions are adoption, not evidence."
    would_change_if: a formal CDC or HHS change of recommendation is found
    anchor:
      type: agency-web-page
      description: >
        CDC page, last reviewed 15 May 2024, fetched 3 Oct 2026: "CDC continues to recommend
        community water fluoridation" [read]. AP via PBS (published 8 Apr 2025, reporting
        remarks of 7 Apr): Kennedy "plans to tell" the CDC to stop recommending fluoridation [read; a report, not the directive].
      accessible: true
      sources: [src-cdc-cwf-recs, src-pbs-2025-04-07]

  # =====================================================================
  # D. DOSE, EXPOSURE AND THE DENTAL BENEFIT
  # =====================================================================

  - id: fl-exposure-levels
    state: established
    statement_kind: reported
    statement: >
      Fluoridating systems in the US mostly run near 0.7 mg/L; about 63% of the US population
      and 39% of Canadians receive fluoridated water; about 1.9 million Americans drink water
      with 1.5 mg/L or more of natural fluoride.
    evidence_class: primary_text
    confidence: moderate
    confidence_reasons:
      start: high
      steps:
        - {domain: primary_anchor_read, effect: down1, reason: "The national percentages for the US (2022) and Canada (2022) were read only through a fetch tool."}
    evidential_weight: 4   # of 5
    anchor_checked: secondary
    adoption_weight: 2   # of 5
    adoption_note: "Not measured."
    would_change_if: newer surveillance data
    anchor:
      type: surveillance-data
      description: >
        CDC MMWR 2023 (2016-2021): 0.7 mg/L the most common level; 16.3% of population-weighted
        months below 0.6 mg/L and 0.01% above 2.0 mg/L [read]. CDC 2022 statistics: 209,135,866
        people, 62.8% of the US population [tool]. PHAC 2022: about 14.4 million Canadians,
        38.8% [tool]. NTP monograph (April 2020 data): 0.59% of the US population, about 1.9
        million, at 1.5 mg/L or more natural fluoride [read]. PHS 2015: 0.7 mg/L replaced the
        1962 range of 0.7-1.2 mg/L [read].
      accessible: true
      sources: [src-cdc-mmwr-2023, src-cdc-wfrs-2022, src-phac-2022, src-ntp-2024, src-phs-2015]

  - id: fl-dental-benefit-smaller-now
    state: established
    statement_kind: judgment
    statement: >
      Fluoridation's measured benefit for tooth decay is much smaller in studies after 1975
      than in the older studies on which it was founded, and in the 2024 Cochrane review the
      post-1975 effect is uncertain.
    evidence_class: synthetic
    confidence: moderate
    confidence_reasons:
      start: high
      steps:
        - {domain: primary_anchor_read, effect: down1, reason: "Cochrane 2015 and 2024 read as abstracts only; the GRADE tables were not read."}
    evidential_weight: 3   # of 5
    anchor_checked: secondary
    adoption_weight: 3   # of 5
    adoption_note: >
      The CDC MMWR (2023) still cites a reduction of "approximately 25%" [read]; this is
      adoption, not evidence.
    would_change_if: new controlled comparisons in modern populations with fluoride toothpaste
    anchor:
      type: systematic-reviews-and-cohort
      description: >
        Cochrane 2015: 35% reduction in decayed, missing and filled baby teeth; 71% of studies
        before 1975; over 97% at high risk of bias [abstract]. Cochrane 2024: starting
        fluoridation, post-1975 studies, difference in change of dmft 0.24 (-0.03 to 0.52), 2
        studies, 2,908 children, low certainty, "approximately one-quarter of a tooth" [abstract].
        CATFISH (Cumbria, 2024): caries in the birth cohort 17.4% vs 21.4%, adjusted OR 0.74
        (0.55 to 0.98); older cohort not significant [abstract].
      accessible: true
      sources: [src-cochrane-2015, src-cochrane-2024, src-catfish-2024, src-cdc-mmwr-2023]
    positions:
      - label: "Benefit remains"
        holder: "CATFISH 2024; CDC; ADA"
        ground: "A smaller but measurable effect in the youngest cohort in Cumbria."
      - label: "Benefit uncertain now"
        holder: "Cochrane 2024"
        ground: "The modern effect's confidence interval includes no benefit."

  - id: fl-cessation-caries
    state: established
    statement_kind: judgment
    statement: >
      In Calgary, which stopped fluoridating in 2011, decay in children's baby teeth rose more
      than in Edmonton, which continued; across all cessation studies the results are mixed.
    evidence_class: synthetic
    confidence: moderate
    evidential_weight: 3   # of 5
    anchor_checked: primary
    adoption_weight: 2   # of 5
    adoption_note: "The City of Calgary's fluoride page links to this research; not measured."
    would_change_if: a controlled follow-up after Calgary's 2025 restart
    anchor:
      type: repeated-cross-sectional-and-claims-studies
      description: >
        McLaren 2022: in 2018/19, baby-tooth decay prevalence 64.8% in Calgary vs 55.1% in
        Edmonton; results for permanent teeth inconsistent [read]. Juneau (Meyer 2018): more
        caries procedures in Medicaid children after cessation in 2007, before-after design
        without a comparison city [read]. Hung 2026 scoping review of 19 studies: "Findings were
        heterogeneous" [read]. Calgary's council directed reinstatement on 15 Nov 2021 after a
        plebiscite (62% in favour) and fluoride returned on 30 Jun 2025 [read].
      accessible: true
      sources: [src-mclaren-2022, src-meyer-2018, src-hung-2026, src-calgary]

  - id: fl-fluorosis-known-cost
    state: established
    statement_kind: judgment
    statement: >
      The known, accepted cost of fluoride at community levels is dental fluorosis (white marks
      on teeth, mostly very mild), and it was the reason the US lowered its recommended level to
      0.7 mg/L in 2015; severe fluorosis and skeletal effects arise at far higher levels.
    evidence_class: synthetic
    confidence: moderate
    confidence_reasons:
      start: high
      steps:
        - {domain: inconsistency, effect: down1, reason: "US survey estimates of fluorosis in adolescents vary widely between analyses (e.g. 41% in 1999-2004, 61-65% in 2011-12) and examiner reliability is debated."}
    evidential_weight: 4   # of 5
    anchor_checked: primary
    adoption_weight: 3   # of 5
    adoption_note: "Not measured."
    would_change_if: new national fluorosis surveys with reliability checks
    anchor:
      type: federal-recommendation-and-reviews
      description: >
        PHS 2015: 0.7 mg/L gives the "best balance of protection from dental caries while
        limiting the risk of dental fluorosis"; NHANES 1999-2004: 23% of ages 6-49 with
        fluorosis, about 2% moderate, under 1% severe [read]. Cochrane 2015 at 0.7 ppm:
        fluorosis of aesthetic concern about 12%, any fluorosis 40% [abstract]. Wiener 2018,
        ages 16-17: 29.7% (2001-02) to 61.3% (2011-12) [read]. Neurath 2019, ages 12-15: any
        fluorosis 65% in 2011-12 [abstract]. NRC 2006: the 4 mg/L goal should be lowered;
        severe enamel fluorosis about 10% of children at or near 4 mg/L [read].
      accessible: true
      sources: [src-phs-2015, src-cochrane-2015, src-wiener-2018, src-neurath-2019, src-nrc-2006]

  # =====================================================================
  # E. POPULAR CLAIMS
  # =====================================================================

  - id: fl-harvard-study-applies-to-us
    state: refuted
    statement_kind: judgment
    refutes_target: >
      The popular claim that the "Harvard study" (Choi et al. 2012) showed that fluoridated US
      tap water lowers children's IQ
    refutation_class: narrative_drift
    statement: >
      The 2012 "Harvard study" showed that fluoridated tap water in the US lowers children's IQ.
    evidence_class: primary_text
    confidence: high
    evidential_weight: 5   # of 5
    anchor_checked: primary
    adoption_weight: 3   # of 5
    adoption_note: "A staple of anti-fluoridation material since 2012; not measured."
    would_change_if: not applicable (the paper's own text)
    anchor:
      type: primary-document
      description: >
        Choi 2012: 27 studies, 25 from China and 2 from Iran; exposed-group water up to 11.5
        mg/L, "in many cases" above US levels; "Our review cannot be used to derive an exposure
        limit" [read]. The authors' statement of 11 Sep 2012 says the results do not allow a
        judgment about risk at exposure levels typical of US fluoridation [read in a repost].
        The "Harvard" label comes from the school's press release of 25 Jul 2012 [read].
      accessible: true
      sources: [src-choi-2012, src-choi-grandjean-statement-2012, src-hsph-2012, src-choi-2013-reply]
    positions:
      - label: "Yes (what is real)"
        holder: "Choi et al. 2012"
        ground: "Children in high-fluoride areas had lower IQ scores (SMD -0.45)."
      - label: "No"
        holder: "Choi et al. 2012 and the authors' own statement"
        ground: "The studies were of high natural exposure in China and Iran and cannot set a US limit."

  - id: fl-additives-toxic-waste
    state: refuted
    statement_kind: judgment
    refutes_target: >
      The claim that the chemicals used to fluoridate water put harmful levels of contaminants
      such as arsenic into tap water (the 'industrial co-product' part is true and is not the
      target)
    refutation_class: narrative_drift
    statement: >
      Fluoridation chemicals, as industrial co-products, put harmful levels of contaminants into
      tap water.
    evidence_class: primary_text
    confidence: moderate
    confidence_reasons:
      start: high
      steps:
        - {domain: primary_anchor_read, effect: down1, reason: "The CDC fact sheet was read in a mirror copy; the NSF data are the certifier's own."}
    evidential_weight: 4   # of 5
    anchor_checked: primary
    adoption_weight: 3   # of 5
    adoption_note: >
      The 'industrial waste' wording was used by Robert F. Kennedy Jr. on 2 Nov 2024, before he
      became Health Secretary [read]; his post does not mention arsenic or other contaminants.
      Not measured.
    would_change_if: independent testing finds contaminants above the NSF/ANSI 60 limits in product as dosed
    anchor:
      type: certification-test-data
      description: >
        CDC engineering fact sheet (2011): most additives come from phosphorite rock used mainly
        in phosphate fertilizer manufacture; about 95% of fluorosilicic acid comes from captured
        gases in that process [read, mirror copy]. NSF fact sheet (2019), 2012-2017 samples
        (328): arsenic detected in 52%, mean 0.16 ppb, maximum 0.9 ppb, against the NSF limit of
        1 ppb and the EPA maximum of 10 ppb; "none of the samples exceeded 1/10th the U.S. EPA
        MCL" [read].
      accessible: true
      sources: [src-cdc-additives-2011, src-nsf-2019, src-rfk-x-2024]
    positions:
      - label: "Yes (what is real)"
        holder: "CDC fact sheet"
        ground: "Most fluoridation chemical is a co-product of phosphate fertilizer manufacture."
      - label: "No"
        holder: "NSF certification data"
        ground: "Measured contaminants in certified product were far below the limits."
    basis: >
      The deciding data are the certifier's own test results, not an independent laboratory's;
      would_change_if names the test that would overturn them.

  - id: fl-nazi-camps
    state: proposed
    statement_kind: judgment
    statement: >
      The Nazis added fluoride to concentration-camp water to make prisoners docile.
    evidence_class: interpretive
    confidence: provisional
    evidential_weight: 1   # of 5
    anchor_checked: secondary
    absence_anchor: true
    adoption_weight: 2   # of 5
    adoption_note: "Repeated widely online; repeated by a former US governor in 2014. Not measured."
    would_change_if: a wartime document showing fluoride added to camp water is found
    anchor:
      type: absence-of-record
      description: >
        PolitiFact (2014) reports that a US Holocaust Memorial Museum historian knew of no
        experiments involving fluoride; that the author of a book critical of fluoridation said
        he never came across any documentation; and that the head of an anti-fluoridation group
        called the historical evidence extremely weak (interviews of 2011, quoted in 2014)
        [read]. The earliest written form found is a later reproduction (2000) of a letter
        attributed to Charles Perkins (1954), which does mention Nazis; whether the original did
        is unknown (fl-sq-nazi-origin) [read].
      accessible: true
      sources: [src-politifact-2014, src-perkins-repro]
    positions:
      - label: "Yes"
        holder: "Later reproductions of the Perkins letter; online posts"
        ground: "No document cited."
      - label: "No"
        holder: "Historians quoted by PolitiFact, including critics of fluoridation"
        ground: "No record found."
    basis: >
      Filed as proposed and unsupported, not refuted: the record against it is an absence of
      documents (capped at provisional), and Rule 9 needs material or primary-text evidence
      for a refutation. No support for it was found. Its spread is recorded in threads.yaml.

  - id: fl-pineal-calcification
    state: proposed
    statement_kind: judgment
    statement: >
      Fluoride calcifies the pineal gland.
    evidence_class: interpretive
    confidence: provisional
    evidential_weight: 1   # of 5
    anchor_checked: secondary
    adoption_weight: 2   # of 5
    adoption_note: "Common in wellness media; not measured."
    would_change_if: a study shows fluoride exposure causing pineal calcification
    anchor:
      type: autopsy-study
      description: >
        Luke 2001 measured fluoride in the pineal glands of 11 elderly cadavers: high fluoride
        that correlated with the gland's calcium (r=0.73) [abstract]. It shows fluoride collects
        in calcified tissue; it does not show fluoride causes the calcification.
      accessible: true
      sources: [src-luke-2001]
    basis: >
      A correlation in 11 already-calcified glands. Unsupported as a causal claim; not refuted.

  - id: fl-adhd-ecological
    state: proposed
    statement_kind: reported
    statement: >
      States with more fluoridation have more ADHD diagnoses.
    evidence_class: synthetic
    confidence: provisional
    evidential_weight: 1   # of 5
    anchor_checked: primary
    adoption_weight: 2   # of 5
    adoption_note: "Not measured."
    would_change_if: an individual-level study finds the association
    anchor:
      type: ecological-study
      description: >
        Malin & Till 2015: state-level association; the authors list "an ecological design" as a
        limitation [read]. Perrott 2018: after adding altitude, the association was no longer
        statistically significant [abstract].
      accessible: true
      sources: [src-malin-till-2015, src-perrott-2018]

  # =====================================================================
  # F. SUB-QUESTIONS NOT YET ANSWERED (searched gaps)
  # =====================================================================

  - id: fl-sq-remand-status
    state: searched_gap
    statement_kind: search_result
    statement: >
      Sub-question: what has happened in Food & Water Watch v. EPA since the Ninth Circuit's
      remand of 21 May 2026?
    evidence_class: primary_text
    confidence: provisional
    evidential_weight: 1   # of 5
    anchor_checked: "no"
    adoption_weight: 1   # of 5
    adoption_note: "Not measured."
    absence_anchor: true
    would_change_if: a new district-court ruling on the first trial record, or a rehearing petition
    next_step: >
      Read the N.D. Cal. docket for 3:17-cv-02162 after May 2026 (PACER or GovInfo's package
      files beyond -16), and the Ninth Circuit docket for 25-384 (rehearing).
    anchor:
      type: search-record
      description: >
        Searched 3 Oct 2026: GovInfo package files -0 to -16 (latest is the fee order of 5 Jan
        2026); a web search for remand coverage found reports of the March 2026 argument and the
        May vacatur only. CourtListener refused this environment.
      accessible: false
    basis: "Bears on fl-court-ruling-vacated."

  - id: fl-sq-hhs-directive
    state: searched_gap
    statement_kind: search_result
    statement: >
      Sub-question: did HHS issue a formal directive to the CDC to stop recommending
      fluoridation, and has the CDC changed its recommendation anywhere other than the page read?
    evidence_class: primary_text
    confidence: provisional
    evidential_weight: 1   # of 5
    anchor_checked: "no"
    adoption_weight: 1   # of 5
    adoption_note: "Not measured."
    absence_anchor: true
    would_change_if: a dated HHS or CDC document is found
    next_step: "Read hhs.gov press releases for April 2025 onward and the CDC oral-health pages (hhs.gov refused this environment)."
    anchor:
      type: search-record
      description: "Tried 3 Oct 2026: hhs.gov (refused); cdc.gov fluoridation pages (read; no withdrawal found)."
      accessible: false
    basis: "Bears on fl-cdc-still-recommends."

  - id: fl-sq-health-canada
    state: searched_gap
    statement_kind: search_result
    statement: >
      Sub-question: what is Health Canada's current position on fluoride and neurodevelopment
      after the 2024 NTP review, and what is the basis of its 1.5 mg/L maximum?
    evidence_class: primary_text
    confidence: provisional
    evidential_weight: 1   # of 5
    anchor_checked: "no"
    adoption_weight: 1   # of 5
    adoption_note: "Not measured."
    absence_anchor: true
    would_change_if: the Health Canada guideline technical document or a 2024-2026 statement is read
    next_step: >
      Read Health Canada's Guidelines for Canadian Drinking Water Quality technical document on
      fluoride and any 2024-2026 statement (canada.ca dropped every direct connection; try from a
      local browser).
    anchor:
      type: search-record
      description: "Tried 3 Oct 2026: canada.ca (connection errors), publications.gc.ca (script gate)."
      accessible: false
    basis: "A Canadian dig should not rest on US institutions alone."

  - id: fl-sq-jama-editorials
    state: searched_gap
    statement_kind: search_result
    statement: >
      Sub-question: what do the JAMA Pediatrics editor's note on the 2019 Canadian study and the
      two editorials published with the 2025 meta-analysis actually say?
    evidence_class: primary_text
    confidence: provisional
    evidential_weight: 1   # of 5
    anchor_checked: "no"
    adoption_weight: 1   # of 5
    adoption_note: "Not measured."
    absence_anchor: true
    would_change_if: the texts are read
    next_step: "Read Christakis 2019 (PMID 31424484), Levy 2025 (PMID 39761058) and Lanphear 2025 (PMID 39761028) at jamanetwork.com from a browser."
    anchor:
      type: search-record
      description: "jamanetwork.com refused this environment (403); Europe PMC has metadata only."
      accessible: false
      sources: [src-christakis-2019, src-levy-2025, src-lanphear-2025]
    basis: "Commentary, not evidence; listed so that wording attributed to them is not repeated unread."

  - id: fl-sq-cochrane-full
    state: searched_gap
    statement_kind: search_result
    statement: >
      Sub-question: what do the full Cochrane 2024 review and its certainty tables say about the
      size of the modern dental benefit and about fluorosis?
    evidence_class: primary_text
    confidence: provisional
    evidential_weight: 1   # of 5
    anchor_checked: "no"
    adoption_weight: 1   # of 5
    adoption_note: "Not measured."
    absence_anchor: true
    would_change_if: the body changes the reading of the abstract
    next_step: "Read CD010856.pub3 in full at cochranelibrary.com from a browser."
    anchor:
      type: search-record
      description: "cochranelibrary.com and the PMC body returned a captcha; abstract read."
      accessible: false
      sources: [src-cochrane-2024]
    basis: "Bears on fl-dental-benefit-smaller-now."

  - id: fl-sq-other-state-bans
    state: searched_gap
    statement_kind: search_result
    statement: >
      Sub-question: have any states other than Utah and Florida enacted bans or restrictions on
      fluoridation in 2025-2026?
    evidence_class: primary_text
    confidence: provisional
    evidential_weight: 1   # of 5
    anchor_checked: "no"
    adoption_weight: 1   # of 5
    adoption_note: "Not measured."
    absence_anchor: true
    would_change_if: an enacted bill is found
    next_step: "Read 2025-2026 bill status pages for Louisiana, Kentucky, Tennessee and other states with filed bills."
    anchor:
      type: search-record
      description: "NCSL tracker refused (challenge page); one advocacy summary seen but not used."
      accessible: false
    basis: "Bears on fl-state-bans-2025."

  - id: fl-sq-nazi-origin
    state: searched_gap
    statement_kind: search_result
    statement: >
      Sub-question: what is the earliest dated source for the claim that Nazis fluoridated camp
      water, and does the original Perkins letter (1954) mention Nazis?
    evidence_class: primary_text
    confidence: provisional
    evidential_weight: 1   # of 5
    anchor_checked: "no"
    adoption_weight: 1   # of 5
    adoption_note: "Not measured."
    absence_anchor: true
    would_change_if: an original letter or a 1950s newspaper printing is read
    next_step: >
      Search 1950s newspapers (Chronicling America, Canadian newspaper archives) for the Perkins
      letter, and the Lee Foundation's records; one secondary source names an 18 Oct 1956 printing
      without Nazi wording, unverified and from an unreliable outlet.
    anchor:
      type: search-record
      description: "Chronicling America and loc.gov refused (Cloudflare); only later reproductions found."
      accessible: false
      sources: [src-perkins-repro]
    basis: "Bears on fl-nazi-camps; records transmission only."
