{
  "title": "Specialty rehabilitation hospital assessment records for AI",
  "source_page": "https://fiund.com/industries/specialty-rehab-assessment-period-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "Task counts under different assistance conditions are not an unqualified improvement score",
    "context": "A fictional episode contains original tabletop sorting counts with abstract assistance labels. It includes no inpatient, mobility video, clinical score or functional-assessment claim.",
    "records": [
      [
        "RA1",
        "Episode E, task T",
        "Day 1: 4 inert objects sorted in 60 seconds, condition INDEPENDENT under the original exercise definition."
      ],
      [
        "RA2",
        "Episode E follow-up",
        "Day 3: 6 objects in 60 seconds, condition PROMPTED. Same task label but helper cue allowed."
      ],
      [
        "RA3",
        "Loose worksheet",
        "8 objects in 60 seconds, condition INDEPENDENT, no episode or date. No reviewed E linkage."
      ]
    ],
    "question": "Which records belong to E, and can their counts alone demonstrate improvement under an unchanged condition?",
    "answer": "RA1 and RA2 explicitly belong to E and share task T and a 60-second window, but their assistance conditions differ. Report four independent objects and six prompted objects rather than an unqualified two-object improvement under the same conditions. RA3 lacks episode and date, so it cannot supply a matched independent follow-up. The fixture supports provenance and condition checking, not a clinical outcome or rehabilitation judgment.",
    "failureModes": [
      "Comparing counts while omitting a changed assistance condition.",
      "Assigning an unlinked worksheet to the episode because it completes the desired comparison."
    ],
    "fields": [
      [
        "Episode, task and date",
        "Defines the observation."
      ],
      [
        "Count, time window and assistance",
        "Preserves the measurement basis."
      ],
      [
        "Worksheet link and comparison limit",
        "Identifies what is missing."
      ]
    ],
    "holdout": "Add a reviewed day-4 independent E/T count in 90 seconds. Require the time-window difference to remain explicit before comparing rates or outcomes.",
    "boundary": "Use original abstract measures and inert props. Exclude inpatient records and actual outcome scores; rehabilitation staff review the fictional rubric."
  }
}