{
  "id": "SCR-LIP-000368",
  "statement": "In a Spanish cohort of 1,803 lipedema patients, 46.6% were classified as Schingale stage IV or V, and the authors propose a novel clinical examination approach (including signs such as bilateral trochanteritis and ligamentous hyperlaxity) to support rapid diagnosis.",
  "statement_pt": "Em uma coorte espanhola de 1.803 pacientes com lipedema, 46,6% foram classificados como estágio IV ou V de Schingale, e os autores propõem uma nova abordagem de exame clínico (incluindo sinais como trocanterite bilateral e hiperlaxidez ligamentar) para apoiar o diagnóstico rápido.",
  "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:10.20944/preprints202510.1397.v1",
      "stance": "context",
      "study_design": "cross_sectional",
      "n": null,
      "risk_of_bias": "unknown",
      "grade": "low",
      "year": 2025,
      "amato_authored": false,
      "note": "The article uses the Schingale staging system and introduces a clinical examination approach for diagnosis, directly touching on clinical criteria and staging, but it does not formally evaluate the reliability or validity of these classific"
    }
  ],
  "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-000022",
    "source": "europepmc",
    "ingested": "2026-05-31"
  },
  "created": "2026-05-31",
  "updated": "2026-05-31",
  "history": [
    {
      "date": "2026-05-31",
      "event": "created",
      "detail": "auto-ingested for SQ-LIP-000022"
    }
  ],
  "license": "CC-BY-4.0",
  "answers_questions": [
    {
      "id": "SQ-LIP-000022",
      "role": "context",
      "question": "What clinical criteria and stage/type classification systems are used to diagnose and grade lipedema, and how reliable are they?",
      "url": "https://scientificclaims.org/q/SQ-LIP-000022.html"
    }
  ],
  "url": "https://scientificclaims.org/c/SCR-LIP-000368.html"
}