{"id":"W4408019088","doi":"10.70472/kwpd5251","title":"Advocating for lymphedema: Awareness, action, and access","year":2025,"lang":"en","type":"article","venue":"Pathways.","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lymphedema; Action (physics); Medicine; Physics; Internal medicine; Cancer; Quantum mechanics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01273594,0.0005094713,0.0006433704,0.002006722,0.01255253,0.01327589,0.0014639,0.005652518,0.01179325],"category_scores_gemma":[0.02865824,0.0004135557,0.0004980236,0.00112141,0.01358294,0.006276775,0.01918731,0.01002607,0.001098942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01828434,"about_ca_system_score_gemma":0.1051062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1678051,"about_ca_topic_score_gemma":0.2181924,"domain_scores_codex":[0.9850544,0.005677636,0.0004879391,0.0007403656,0.004307559,0.003732148],"domain_scores_gemma":[0.976199,0.005773215,0.001336895,0.0004141948,0.002670647,0.01360608],"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":[0.0000639728,0.0007630544,0.05047829,0.001405391,0.0001083139,0.001855477,0.08609275,0.0004410765,0.001571056,0.1322788,0.1777545,0.5471874],"study_design_scores_gemma":[0.00007084537,0.0002107019,0.03227236,0.006568505,0.00008973896,0.001332156,0.1248962,0.000575999,0.0005886443,0.1251111,0.7081479,0.0001360325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01879002,0.009979337,0.003812947,0.8776694,0.001562986,0.0002277041,0.00007051302,0.0001361888,0.08775084],"genre_scores_gemma":[0.7978232,0.03124091,0.01684781,0.1290329,0.001983223,0.0004864251,0.0001757032,0.0001021116,0.02230777],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1678051,"threshold_uncertainty_score":0.3336567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09753391485066298,"score_gpt":0.4004204588688783,"score_spread":0.3028865440182153,"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."}}