{
  "title": "Diagnostic imaging worklist and export verification data for AI",
  "source_page": "https://fiund.com/industries/imaging-worklist-export-review-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "Removing a header field does not remove a visible text overlay",
    "context": "Two independently generated abstract images are represented by original metadata and region annotations. They contain only dummy names and invalid study aliases, with no patient scan or device export.",
    "records": [
      [
        "IX1",
        "Mock worklist",
        "Exercise E lists study DEMO-A for image A and DEMO-B for image B."
      ],
      [
        "IX2",
        "Image A review",
        "Header study DEMO-A matches. Header name field absent, but original pixel-overlay annotation identifies dummy text 'Practice Person' in the upper-right region."
      ],
      [
        "IX3",
        "Image B review",
        "Header study says DEMO-A, conflicting with E's DEMO-B reference. No lineage record explaining the swap; no visible-name finding supplied for B."
      ]
    ],
    "question": "Which exact review findings apply to A and B, and can missing header text establish that A's image pixels contain no identifying overlay?",
    "answer": "IX2 supports A's study-header match and separately flags its upper-right dummy-name overlay. An absent header name does not remove text already drawn into pixels. IX3 supports a study-reference conflict for B, not a conclusion about B's pixel content. Return those file-specific findings and regions for specialist review rather than treating one cleared attribute as complete de-identification or silently correcting an unexplained study swap.",
    "failureModes": [
      "Assuming removal of metadata removes burned-in image text.",
      "Overwriting a study identifier without resolving its mismatch or copying findings across files."
    ],
    "fields": [
      [
        "Exercise and image/study reference",
        "Defines the expected linkage."
      ],
      [
        "Header attribute and observed value",
        "Supports metadata review."
      ],
      [
        "Pixel region and review state",
        "Separates visible content from header fields."
      ]
    ],
    "holdout": "Remove A's overlay annotation but provide no pixel review. Require its visible-text state to become unknown rather than presume clear pixels.",
    "boundary": "Use original synthetic images or approved nonpatient phantoms. Exclude scans, live worklists and device records; no clinical interpretation or complete privacy determination is performed."
  }
}