{
  "id": "SCR-LIP-000416",
  "statement": "A 62-year-old woman with lipedema presented with atypical fat distribution from hips to knees, easy bruisability, and tender subcutaneous nodules, without reported progression to lymphedema or functional disability.",
  "statement_pt": "Uma mulher de 62 anos com lipedema apresentou distribuição atípica de gordura dos quadris aos joelhos, facilidade para formar hematomas e nódulos subcutâneos dolorosos, sem progressão relatada para linfedema ou incapacidade funcional.",
  "claim_type": "clinical_association",
  "context": {
    "population": "62-year-old woman with lipedema presenting as obesity",
    "condition": "lipedema",
    "exposure": "lipedema (clinical presentation)",
    "comparator": "—",
    "outcome": "clinical features (fat distribution, bruisability, nodules)",
    "scope": "auto-ingested from Layer 1 surveillance"
  },
  "knowledge_state": "emerging",
  "evidence_confidence": "very_low",
  "evidence": [
    {
      "title": "JCEM Case Reports, 2026, 4, luaf278",
      "ref": "DOI:10.1210/jcemcr/luaf278",
      "stance": "context",
      "study_design": "case_report",
      "n": null,
      "risk_of_bias": "unknown",
      "grade": "very_low",
      "year": 2026,
      "amato_authored": false,
      "quote": "Her body mass index was 41.2 with an atypical fat dis­ tribution, extending from the hips to the knees, with sparing of the waist and arms",
      "extraction_confidence": "high",
      "note": "This single case report describes clinical presentation of lipedema but does not test or document progression to lymphedema or resulting functional disability, so it is on-topic background rather than direct evidence.",
      "verification": {
        "method": "dual-model",
        "verifier_model": "anthropic/claude-sonnet-4-6",
        "primary_model": "anthropic/claude-opus-4.8",
        "quote_grounded": true,
        "stance_agreed": true,
        "faithful": true,
        "verifier_stance": "context",
        "verdict": "verified",
        "reason": "The article describes a 62-year-old woman with lipedema presenting with atypical fat distribution from hips to knees, easy bruisability, and tender nodules, consistent with the statement. The abstract does not report progression to lymphede",
        "date": "2026-08-02"
      }
    }
  ],
  "relations": [],
  "gaps": "Auto-ingested single source; not yet human-reviewed.",
  "primary_amato_source": null,
  "curators": [],
  "provenance": {
    "auto": true,
    "engine": "anthropic/claude-opus-4.8",
    "question": "SQ-LIP-000017",
    "source": "library",
    "ingested": "2026-08-02"
  },
  "created": "2026-08-02",
  "updated": "2026-08-02",
  "history": [
    {
      "date": "2026-08-02",
      "event": "created",
      "detail": "auto-ingested for SQ-LIP-000017"
    }
  ],
  "license": "CC-BY-4.0",
  "answers_questions": [
    {
      "id": "SQ-LIP-000017",
      "role": "context",
      "question": "Does lipedema progress to lymphedema and cause functional disability?",
      "url": "https://scientificclaims.org/q/SQ-LIP-000017.html"
    }
  ],
  "url": "https://scientificclaims.org/c/SCR-LIP-000416.html"
}