{"id":"W2086952694","doi":"10.1002/cncr.25513","title":"Conservative and dietary interventions for cancer‐related lymphedema","year":2010,"lang":"en","type":"review","venue":"Cancer","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Juravinski Cancer Centre; Alberta Cancer Foundation; University of Alberta","funders":"","keywords":"Lymphedema; Medicine; Massage; Breast cancer; Compression therapy; Secondary lymphedema; Cancer; Physical therapy; Surgery; Internal medicine; Alternative medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009844799,0.0002778976,0.001452285,0.00008871309,0.00007517017,0.00001823714,0.00007716372,0.0002802077,0.0004937113],"category_scores_gemma":[0.0001200688,0.0001971641,0.0006816401,0.0001339752,0.00009731173,0.00004174236,0.00003449679,0.000030429,0.00001437814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002177717,"about_ca_system_score_gemma":0.001318314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000180369,"about_ca_topic_score_gemma":0.0001155813,"domain_scores_codex":[0.9988048,0.00004650788,0.0005179829,0.0003355519,0.0001012546,0.0001938779],"domain_scores_gemma":[0.9988679,0.0002402327,0.0003111871,0.0002420725,0.0001402363,0.0001983341],"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":[0.00001626604,0.00006861993,0.0002832923,0.104656,0.0009105545,0.000008491806,0.00009080938,2.485014e-8,4.607652e-7,0.00009312308,0.006020432,0.8878519],"study_design_scores_gemma":[0.0009316591,0.00006004851,0.0002752724,0.08354504,0.0067094,0.00003843932,0.00002741025,0.000008788732,6.861696e-7,0.00004737787,0.9081585,0.0001974117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000820143,0.9952857,0.00000929217,0.0001802788,0.001029844,0.001980777,0.0006953931,0.00006704766,0.0006696736],"genre_scores_gemma":[0.00003698172,0.9913111,0.0001041619,0.0001960013,0.0004027916,0.00307183,0.0001923513,0.00005113802,0.004633658],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9021381,"threshold_uncertainty_score":0.8040118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1814104539728927,"score_gpt":0.46880208339239,"score_spread":0.2873916294194973,"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."}}