SCR-LIP-000190 · Claim · machine-readable JSON →
In a prospective cohort of 138 lipedema and 111 lymphedema patients, a CART algorithm using three clinical variables—bruising, body disproportion, and non-swollen feet (cuffing sign)—classified patients with 100% accuracy; lipedema was characterized by symmetry (100%), spared feet (93.5%), pain (92%), bruising (90.6%), telangiectasias (89.9%), and family history (84.7%), and staged 1-4 (stage I 37.7%, II 34.8%, III 22.5%, IV 5.1%).
Claim at a glance
- Type
- clinical association
- Knowledge state
- Emerging
- Evidence certainty
- moderate (GRADE)
- Evidence
- 1 source(s)
- Answers
- 1 question(s)
- Dates
- 2026-05-31 → 2026-05-31
Structured evidence, machine-compiled — not a verdict.
Auto-compiled by the Layer 1 surveillance loop; not yet human-reviewed. anthropic/claude-opus-4.8 · 2026-05-31
Evidence over time
Evidence (1)
- Building evidence for diagnosis of lipedema: using a classification and regression tree (CART) algorithm to differentiate lipedema from lymphedema patients — FORNER-CORDERO et al. (2025) ✓ verified — consistent · cohort · 2025 · reading confidence: high
The article directly addresses clinical diagnostic criteria and the stage classification system (stages 1-4) used in lipedema, and quantifies the discriminative reliability of clinical features via a validated CART model, bearing directly o
Context (PECO)
Answers these questions
Gaps & caveats
Auto-ingested single source; not yet human-reviewed.
Change log
- 2026-05-31 — created · auto-ingested for SQ-LIP-000022