{
  "title": "Veterinary visit and follow-up documentation data for AI",
  "source_page": "https://fiund.com/industries/veterinary-followup-record-evidence-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A follow-up acknowledgment belongs to one encounter, not every visit",
    "context": "Two imaginary animals have independently written wellness-visit cards. The task tests encounter matching and documentation states, without symptoms, clinical decisions or real client information.",
    "records": [
      [
        "VF1",
        "Visit register",
        "Animal Pebble: encounter V1 on day 2. Animal Comet: encounter V2 on day 3. Both fictional wellness visits have a follow-up-document field."
      ],
      [
        "VF2",
        "Acknowledgment F1",
        "Day 4: acknowledgment received, explicitly linked to Pebble/V1. Does not state a clinical outcome or reference V2."
      ],
      [
        "VF3",
        "Later observation O3",
        "Day 6: general owner-style observation linked to Comet/V3, a different encounter. No V3-to-V2 follow-up relationship supplied."
      ]
    ],
    "question": "For which listed wellness encounter is a follow-up acknowledgment documented, and what can be said about V2's follow-up record?",
    "answer": "VF2 explicitly links F1 to Pebble's V1 from VF1, so an acknowledgment is documented for that encounter. VF3 concerns Comet's different encounter V3; animal identity alone does not make it a V2 follow-up. The supplied packet leaves V2's acknowledgment status unresolved. An acknowledgment is a documentation event and does not establish an animal's clinical improvement, diagnosis or completion of a treatment plan.",
    "failureModes": [
      "Joining every later note for the same animal to an earlier visit without an encounter link.",
      "Converting an acknowledgment of information into a documented clinical outcome."
    ],
    "fields": [
      [
        "Fictional animal and encounter ID",
        "Identifies the visit to which a record belongs."
      ],
      [
        "Follow-up type, date and explicit link",
        "Defines the documentation event."
      ],
      [
        "Unresolved status and source citation",
        "Prevents absent evidence from becoming a negative clinical finding."
      ]
    ],
    "holdout": "Add a signed original mock link identifying O3 as follow-up to V2, but no acknowledgment. Require the answer to recognize a linked observation while preserving the distinction from receipt acknowledgment.",
    "boundary": "Use invented animals and original notes. Exclude clients, microchips, clinical histories and actual exam footage; professionals retain all care decisions."
  }
}