Adversarial Audit — 2026 04 19

5 publishable pages sampled (none had prior `audit_passed`). All audited as hostile reviewer per Rule 12.

Results Summary

PageTypeCitations/ParagraphsRatioVerdictKey Issues
depression.mdentity14/180.78REMEDIATECopper/Iron/Comorbidity sections unsourced; broken wikilink fixed
anxiety.mdentity1/90.11DEMOTECatastrophically below citation threshold; demoted to stub
dysbiosis.mdconcept11/300.37REMEDIATEBarely passes; 13+ unsourced claims; borderline boundary violation
gut-brain-axis.mdconcept13/300.43REMEDIATE~50% body unsourced; "Therapeutic Implications" was Rule 8 violation — rewritten to "Research Directions"
metal-disease-matrix.mdanalysis93/1090.85REMEDIATESection 7 "Therapeutic Implications" was critical Rule 8 violation — 90 lines of clinical guidance removed, replaced with Cureva redirect

Actions Taken

Immediate fixes applied this cycle:

  1. anxiety.md — demoted to `stub: true` (citation ratio 0.11)
  2. depression.md — fixed broken wikilink `ogundare-2024-metals-behavioral-depression-women` → `ogundare-2024-metals-behavioral-factors-depression-women` (3 occurrences)
  3. gut-brain-axis.md — rewrote "Therapeutic Implications" → "Research Directions" to remove clinical recommendation language (Rule 8)
  4. metal-disease-matrix.md — replaced Section 7 (90 lines of clinical intervention guidance) with Cureva redirect note (Rule 8)

Deferred to next cycle:

  • depression.md — add inline citations to Copper, Iron, and Comorbidity sections from existing vault sources
  • dysbiosis.md — add inline citations to Diet, Stress, Metabolite Shifts, Systemic Inflammation sections; rename "Restoration Strategies" to factual framing
  • gut-brain-axis.md — add inline citations to tryptophan, bile acid, SCFA, and ENS sections
  • depression.md — create or remove phantom source pages (capuco-2020, zhu-2025) — capuco-2020 exists, zhu-2025 needs verification
  • metal-disease-matrix.md — add inline citations for schizophrenia, T1D, ferroptosis claims

No pages passed clean audit — `audit_passed` not set on any page this cycle.

Observations

  • None of the 5 sampled pages had prior `audit_passed` dates — this is the first adversarial audit cycle.
  • The dominant failure pattern is sections of well-structured content with zero inline citations. Pages pass the aggregate citation threshold but fail claim-level scrutiny in specific sections.
  • Rule 8 boundary violations are concentrated in "Therapeutic Implications" and "Clinical Implications" sections. A vault-wide scan for these section headers on wikibiome pages is recommended.
  • The anxiety page demonstrates that `source_count` meeting threshold (5 sources, minimum 5) is not sufficient — claim-level citation density is the binding constraint.