{
  "id": "SCR-LIP-000078",
  "statement": "Lipedema is a serious disease with undetermined genetic background that affects women, first described as a syndrome in 1940, and is neither a cosmetic problem nor a lifestyle issue, though its true prevalence and incidence remain poorly defined in the literature.",
  "statement_pt": "A lipedema é uma doença grave com base genética indeterminada que afeta mulheres, descrita pela primeira vez como síndrome em 1940, não sendo um problema cosmético nem de estilo de vida, embora sua verdadeira prevalência e incidência permaneçam mal definidas na literatura.",
  "claim_type": "clinical_association",
  "context": {
    "population": "—",
    "condition": "lipedema",
    "exposure": "—",
    "comparator": "—",
    "outcome": "—",
    "scope": "auto-ingested from Layer 1 surveillance"
  },
  "knowledge_state": "emerging",
  "evidence_confidence": "low",
  "evidence": [
    {
      "ref": "DOI:10.3390/jpm13010098",
      "stance": "context",
      "study_design": "review",
      "n": null,
      "risk_of_bias": "unknown",
      "year": 2022,
      "amato_authored": false,
      "note": "This narrative review provides contextual background on lipedema's history, affected population (women), and clinical characteristics, but does not report specific prevalence or incidence data, making it contextually relevant but not direct",
      "title": "Lipedema Research—Quo Vadis?",
      "authors": "Ernst et al.",
      "journal": "Journal of Personalized Medicine"
    }
  ],
  "relations": [],
  "gaps": "Auto-ingested single source; not yet human-reviewed.",
  "primary_amato_source": null,
  "curators": [],
  "provenance": {
    "auto": true,
    "engine": "anthropic/claude-sonnet-4.6",
    "question": "SQ-LIP-000002",
    "source": "europepmc",
    "ingested": "2026-05-31"
  },
  "created": "2026-05-31",
  "updated": "2026-05-31",
  "license": "CC-BY-4.0",
  "answers_questions": [
    {
      "id": "SQ-LIP-000002",
      "role": "context",
      "question": "How common is lipedema, and who does it affect?",
      "url": "https://scientificclaims.org/q/SQ-LIP-000002.html"
    }
  ],
  "url": "https://scientificclaims.org/c/SCR-LIP-000078.html"
}