{
  "rejected_claims": [
    {
      "filename": "eu-ai-act-creates-first-mandatory-healthcare-ai-transparency-and-human-oversight-requirements-effective-august-2026.md",
      "issues": [
        "missing_attribution_extractor"
      ]
    },
    {
      "filename": "eu-ai-act-meaningful-human-oversight-requirement-may-be-incompatible-with-ehr-embedded-clinical-ai-that-presents-suggestions-at-decision-points.md",
      "issues": [
        "missing_attribution_extractor"
      ]
    }
  ],
  "validation_stats": {
    "total": 2,
    "kept": 0,
    "fixed": 6,
    "rejected": 2,
    "fixes_applied": [
      "eu-ai-act-creates-first-mandatory-healthcare-ai-transparency-and-human-oversight-requirements-effective-august-2026.md:set_created:2026-03-23",
      "eu-ai-act-creates-first-mandatory-healthcare-ai-transparency-and-human-oversight-requirements-effective-august-2026.md:stripped_wiki_link:healthcare-ai-regulation-needs-blank-sheet-redesign-because-",
      "eu-ai-act-creates-first-mandatory-healthcare-ai-transparency-and-human-oversight-requirements-effective-august-2026.md:stripped_wiki_link:human-in-the-loop-clinical-ai-degrades-to-worse-than-ai-alon",
      "eu-ai-act-meaningful-human-oversight-requirement-may-be-incompatible-with-ehr-embedded-clinical-ai-that-presents-suggestions-at-decision-points.md:set_created:2026-03-23",
      "eu-ai-act-meaningful-human-oversight-requirement-may-be-incompatible-with-ehr-embedded-clinical-ai-that-presents-suggestions-at-decision-points.md:stripped_wiki_link:human-in-the-loop-clinical-ai-degrades-to-worse-than-ai-alon",
      "eu-ai-act-meaningful-human-oversight-requirement-may-be-incompatible-with-ehr-embedded-clinical-ai-that-presents-suggestions-at-decision-points.md:stripped_wiki_link:OpenEvidence-became-the-fastest-adopted-clinical-technology-"
    ],
    "rejections": [
      "eu-ai-act-creates-first-mandatory-healthcare-ai-transparency-and-human-oversight-requirements-effective-august-2026.md:missing_attribution_extractor",
      "eu-ai-act-meaningful-human-oversight-requirement-may-be-incompatible-with-ehr-embedded-clinical-ai-that-presents-suggestions-at-decision-points.md:missing_attribution_extractor"
    ]
  },
  "model": "anthropic/claude-sonnet-4.5",
  "date": "2026-03-23"
}