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    "story_id": "mp-2026-09-21-004",
    "source_story_id": "tmp-story-psychiatric-intake-quality-assurance",
    "edition_id": "mp-2026-09-21-morning-0074",
    "edition_url": "https://themachinepress.com/edition/2026-09-21",
    "position": 4,
    "story_type": "dispatch",
    "section": "safety",
    "editorial_classification": "editorial",
    "headline": "The Intake Bot Asked More but Inferred Too Much",
    "slug": "the-intake-bot-asked-more-but-inferred-too-much",
    "dek": "A six-clinician pilot found more vignette facts and more unsupported clinical inferences from an AI interviewer.",
    "summary": "A six-clinician pilot found more vignette facts and more unsupported clinical inferences from an AI interviewer.",
    "body_text": "A clinician-grounded test platform used simulated patient vignettes to compare open-ended psychiatric intake approaches. In a 25-minute pilot with six clinicians, the LLM interviewer recovered 88.0% of embedded clinically relevant items versus 38.9% for clinicians, but made unsupported clinical inferences more often, 56.8% versus 27.8%, and identified safety concerns less often, 33.3% versus 66.7%. The small simulated study is a quality-assurance probe, not evidence that the system is safe for patient use.",
    "why_it_matters": "A six-clinician pilot found more vignette facts and more unsupported clinical inferences from an AI interviewer.",
    "limitations": [
      "The small simulated study is a quality-assurance probe, not evidence that the system is safe for patient use."
    ],
    "importance": 9,
    "canonical_url": "https://themachinepress.com/story/mp-2026-09-21-004/the-intake-bot-asked-more-but-inferred-too-much",
    "json_url": "https://themachinepress.com/story/mp-2026-09-21-004.json",
    "first_published_at": "2026-09-21T09:00:00.000-04:00",
    "modified_at": "2026-09-21T09:00:00.000-04:00",
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        "text": "A six-clinician pilot found more vignette facts and more unsupported clinical inferences from an AI interviewer.",
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        "qualification": "The small simulated study is a quality-assurance probe, not evidence that the system is safe for patient use."
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    "source_ids": [
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    "tags": [
      "clinical AI",
      "psychiatric intake",
      "evaluation"
    ],
    "image_url": null,
    "corrections": []
  },
  "sources": [
    {
      "source_id": "source-2026-09-21-004",
      "title": "arXiv preprint 2609.21149",
      "publisher": "arXiv",
      "url": "https://arxiv.org/abs/2609.21149",
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      "source_type": "primary_research",
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      "published_at": "2026-09-17T19:29:21.000-04:00",
      "accessed_at": "2026-09-21T08:26:05.112-04:00",
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  "corrections": [],
  "publisher": {
    "name": "The Machine Press",
    "url": "https://themachinepress.com",
    "description": "A daily newspaper for the age of artificial intelligence."
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  "cite_this_report": {
    "title": "The Intake Bot Asked More but Inferred Too Much",
    "publisher": "The Machine Press",
    "published_at": "2026-09-21T09:00:00.000-04:00",
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