{
  "id": "SCR-LIP-000067",
  "statement": "A systematic review of 20 studies identified 13 different imaging and measurement tools used to quantify lipedema characteristics, but found a lack of consistency in protocols, measurement locations, and outcome analysis, with limited clinimetric reporting from small and heterogeneous cohorts, preventing recommendation of any single tool for clinical practice.",
  "statement_pt": "Uma revisão sistemática de 20 estudos identificou 13 ferramentas diferentes de imagem e medição usadas para quantificar características do lipedema, mas encontrou falta de consistência em protocolos, locais de medição e análise de desfechos, com relatos climétricos limitados de coortes pequenas e heterogêneas, impedindo a recomendação de qualquer ferramenta única para a prática clínica.",
  "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:10.1089/lrb.2024.0102",
      "stance": "refines",
      "study_design": "review",
      "n": null,
      "risk_of_bias": "unknown",
      "year": 2025,
      "amato_authored": false,
      "note": "This systematic review directly addresses the availability and quality of screening/assessment tools for lipedema, supporting the premise that standardized screening tools are lacking (consistent with underdiagnosis), while refining the que",
      "title": "Assessment Tools to Quantify the Physical Aspects of Lipedema: A Systematic Review",
      "authors": "Eason et al.",
      "journal": "Lymphatic Research and Biology"
    },
    {
      "ref": "DOI:10.1111/obr.13648",
      "stance": "refines",
      "study_design": "meta_analysis",
      "n": null,
      "risk_of_bias": "unknown",
      "year": 2024,
      "amato_authored": false,
      "note": "This systematic review directly addresses diagnostic tools for lipedema, supporting the notion that diagnosis is challenging (consistent with underdiagnosis) while refining the question by detailing specific imaging features and their limit",
      "title": "Diagnostic imaging in lipedema: A systematic review",
      "authors": "van la Parra et al.",
      "journal": "Obesity Reviews"
    }
  ],
  "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",
  "provenance_log": [
    {
      "action": "corroborated_by_layer1",
      "ref": "DOI:10.1111/obr.13648",
      "engine": "anthropic/claude-sonnet-4.6",
      "date": "2026-05-31"
    }
  ],
  "answers_questions": [
    {
      "id": "SQ-LIP-000004",
      "role": "refines",
      "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-000067.html"
}