{
  "id": "SCR-LIP-000066",
  "statement": "A cross-sectional study of 1069 Spanish patients found a real diagnostic problem with lipedema and proposed that patients presenting six or more of a defined set of diagnostic criteria have a very high probability of having lipedema, supporting active screening with symptom-based criteria.",
  "statement_pt": "Um estudo transversal com 1069 pacientes espanhóis identificou um problema real no diagnóstico da lipedema e propôs que pacientes que apresentam seis ou mais critérios diagnósticos definidos têm alta probabilidade de ter lipedema, apoiando o rastreamento ativo com critérios baseados em sintomas.",
  "claim_type": "clinical_association",
  "context": {
    "population": "—",
    "condition": "lipedema",
    "exposure": "—",
    "comparator": "—",
    "outcome": "—",
    "scope": "auto-ingested from Layer 1 surveillance"
  },
  "knowledge_state": "emerging",
  "evidence_confidence": "moderate",
  "evidence": [
    {
      "ref": "DOI:10.3390/ijerph20176647",
      "stance": "supporting",
      "study_design": "cross_sectional",
      "n": null,
      "risk_of_bias": "unknown",
      "year": 2023,
      "amato_authored": false,
      "note": "The study directly addresses underdiagnosis of lipedema and proposes a symptom-based screening threshold (≥6 criteria) to aid identification, consistent with the question's affirmative direction; however, it relies on self-reported question",
      "title": "The Advanced Care Study: Current Status of Lipedema in Spain, A Descriptive Cross-Sectional Study",
      "authors": "Carballeira Braña & Poveda Castillo",
      "journal": "International Journal of Environmental Research and Public Health"
    }
  ],
  "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-000004",
    "source": "europepmc",
    "ingested": "2026-05-31"
  },
  "created": "2026-05-31",
  "updated": "2026-05-31",
  "license": "CC-BY-4.0",
  "answers_questions": [
    {
      "id": "SQ-LIP-000004",
      "role": "supporting",
      "question": "Is lipedema underdiagnosed, and can screening tools help identify it?",
      "url": "https://scientificclaims.org/q/SQ-LIP-000004.html"
    }
  ],
  "url": "https://scientificclaims.org/c/SCR-LIP-000066.html"
}