{"id":"W2026229264","doi":"10.1177/1534734614554284","title":"Lipedema","year":2014,"lang":"en","type":"review","venue":"The International Journal of Lower Extremity Wounds","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Lymphedema; Liposuction; Epidemiology; Intensive care medicine; Bioinformatics; Pathology; Surgery; Cancer; Internal medicine; Breast cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004663088,0.0007137406,0.00116391,0.002377144,0.0006209823,0.001633838,0.0005755725,0.001169477,0.01432447],"category_scores_gemma":[0.001358213,0.0001721653,0.0007441981,0.00132691,0.000781585,0.001305903,0.0009682762,0.001364991,0.004760761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004494827,"about_ca_system_score_gemma":0.0007280608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007103365,"about_ca_topic_score_gemma":0.0009387576,"domain_scores_codex":[0.9995387,0.00009130545,0.00006312974,0.00006537228,0.0001670897,0.00007449079],"domain_scores_gemma":[0.9996241,0.0001693349,0.00007688754,0.00001620644,0.00007832972,0.00003509579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001413962,0.0001129158,0.001273448,0.01690542,0.0001209351,0.003883115,0.000210889,0.0001580419,0.003192293,0.004948307,0.08384261,0.8852105],"study_design_scores_gemma":[0.0000505502,0.0001376458,0.003622187,0.009842234,0.0001623241,0.0520958,0.0003383721,0.0001144272,0.001652627,0.003709305,0.928236,0.00003846966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001319052,0.9782681,0.0008520606,0.000966377,0.0008368626,0.00006766435,0.0001644969,0.0000744979,0.01745099],"genre_scores_gemma":[0.02322908,0.9600638,0.001034775,0.002433553,0.001107228,0.0000778009,0.0003754987,0.00002144902,0.01165683],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01432447,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05158601725997492,"score_gpt":0.3734494554479284,"score_spread":0.3218634381879535,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}