{
  "id": "SCR-LIP-000442",
  "statement": "A scoping review of six studies using objective measures (accelerometry, six-minute walk test, sit-to-stand, dynamometry) found that women with lipedema generally exhibit lower walking capacity and muscle strength compared to healthy or BMI-matched controls.",
  "statement_pt": "Uma revisão de escopo de seis estudos usando medidas objetivas (acelerometria, teste de caminhada de seis minutos, sentar-levantar, dinamometria) constatou que mulheres com lipedema geralmente exibem menor capacidade de caminhada e força muscular em comparação com controles saudáveis ou pareados por IMC.",
  "claim_type": "clinical_association",
  "context": {
    "population": "women with lipedema",
    "condition": "lipedema",
    "exposure": "objective assessment of physical activity and physical function",
    "comparator": "healthy or BMI-matched controls",
    "outcome": "walking capacity and muscle strength",
    "scope": "auto-ingested from Layer 1 surveillance"
  },
  "knowledge_state": "emerging",
  "evidence_confidence": "low",
  "evidence": [
    {
      "title": "Åström Malm et al. BMC Women's Health",
      "ref": "DOI:10.1186/s12905-026-04271-y",
      "stance": "context",
      "study_design": "review",
      "n": null,
      "risk_of_bias": "unknown",
      "grade": "low",
      "year": 2026,
      "amato_authored": false,
      "quote": "Findings indicated that individuals with lipedema generally exhibit lower walking capacity and muscle strength compared to healthy or BMI-matc",
      "extraction_confidence": "high",
      "note": "The review characterizes physical function limitations in lipedema and notes physical activity as a component of conservative management, but it maps functional deficits rather than testing the effectiveness of conservative therapy (compres",
      "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 abstract explicitly states that findings indicated individuals with lipedema exhibit lower walking capacity and muscle strength compared to healthy or BMI-matched controls, and lists the exact objective tools mentioned in the statement ",
        "date": "2026-09-20"
      }
    }
  ],
  "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-000032",
    "source": "library",
    "ingested": "2026-09-20"
  },
  "created": "2026-09-20",
  "updated": "2026-09-20",
  "history": [
    {
      "date": "2026-09-20",
      "event": "created",
      "detail": "auto-ingested for SQ-LIP-000032"
    }
  ],
  "license": "CC-BY-4.0",
  "answers_questions": [
    {
      "id": "SQ-LIP-000032",
      "role": "context",
      "question": "How effective is conservative therapy (compression, MLD, CDT, exercise) in lipedema?",
      "url": "https://scientificclaims.org/q/SQ-LIP-000032.html"
    }
  ],
  "url": "https://scientificclaims.org/c/SCR-LIP-000442.html"
}