{
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    {
      "filename": "ehr-native-ai-commoditizes-ambient-documentation-through-good-enough-integration-forcing-standalone-scribes-to-differentiate-on-clinical-decision-support.md",
      "issues": [
        "missing_attribution_extractor"
      ]
    }
  ],
  "validation_stats": {
    "total": 1,
    "kept": 0,
    "fixed": 1,
    "rejected": 1,
    "fixes_applied": [
      "ehr-native-ai-commoditizes-ambient-documentation-through-good-enough-integration-forcing-standalone-scribes-to-differentiate-on-clinical-decision-support.md:set_created:2026-03-18"
    ],
    "rejections": [
      "ehr-native-ai-commoditizes-ambient-documentation-through-good-enough-integration-forcing-standalone-scribes-to-differentiate-on-clinical-decision-support.md:missing_attribution_extractor"
    ]
  },
  "model": "anthropic/claude-sonnet-4.5",
  "date": "2026-03-18"
}