{ "rejected_claims": [ { "filename": "clinical-ai-deskilling-creates-compounding-verification-bandwidth-collapse-at-population-scale.md", "issues": [ "missing_attribution_extractor" ] }, { "filename": "mandatory-ai-practice-drills-are-the-missing-institutional-mechanism-for-clinical-ai-deskilling.md", "issues": [ "missing_attribution_extractor" ] } ], "validation_stats": { "total": 2, "kept": 0, "fixed": 7, "rejected": 2, "fixes_applied": [ "clinical-ai-deskilling-creates-compounding-verification-bandwidth-collapse-at-population-scale.md:set_created:2026-03-19", "clinical-ai-deskilling-creates-compounding-verification-bandwidth-collapse-at-population-scale.md:stripped_wiki_link:human-in-the-loop-clinical-AI-degrades-to-worse-than-AI-alon", "clinical-ai-deskilling-creates-compounding-verification-bandwidth-collapse-at-population-scale.md:stripped_wiki_link:healthcare-AI-regulation-needs-blank-sheet-redesign-because-", "clinical-ai-deskilling-creates-compounding-verification-bandwidth-collapse-at-population-scale.md:stripped_wiki_link:OpenEvidence-became-the-fastest-adopted-clinical-technology-", "mandatory-ai-practice-drills-are-the-missing-institutional-mechanism-for-clinical-ai-deskilling.md:set_created:2026-03-19", "mandatory-ai-practice-drills-are-the-missing-institutional-mechanism-for-clinical-ai-deskilling.md:stripped_wiki_link:human-in-the-loop-clinical-AI-degrades-to-worse-than-AI-alon", "mandatory-ai-practice-drills-are-the-missing-institutional-mechanism-for-clinical-ai-deskilling.md:stripped_wiki_link:healthcare-AI-regulation-needs-blank-sheet-redesign-because-" ], "rejections": [ "clinical-ai-deskilling-creates-compounding-verification-bandwidth-collapse-at-population-scale.md:missing_attribution_extractor", "mandatory-ai-practice-drills-are-the-missing-institutional-mechanism-for-clinical-ai-deskilling.md:missing_attribution_extractor" ] }, "model": "anthropic/claude-sonnet-4.5", "date": "2026-03-19" }