{"id":"W3115390164","doi":"10.3747/co.27.7225","title":"Cancer-Related Lymphedema: Clinical Pearls for Providers","year":2020,"lang":"en","type":"review","venue":"Current Oncology","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Lymphedema; Cancer; Dermatology; Bioinformatics; Intensive care medicine; Breast cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001730752,0.0009732484,0.001268308,0.002821298,0.0005949697,0.002066536,0.001481748,0.002912003,0.01509729],"category_scores_gemma":[0.00702046,0.0004113327,0.001016145,0.00287971,0.0005202802,0.003945444,0.001683135,0.004179872,0.007368385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001168135,"about_ca_system_score_gemma":0.002443744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002048871,"about_ca_topic_score_gemma":0.005577243,"domain_scores_codex":[0.9989744,0.0003321101,0.0002203293,0.00005615287,0.0003670958,0.00004982309],"domain_scores_gemma":[0.9974741,0.001174157,0.0003222214,0.00006022285,0.0008083181,0.0001608472],"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":[0.00003581225,0.00007656407,0.0001929943,0.0142697,0.00003842009,0.000193049,0.0002235302,0.0001373971,0.0002905162,0.003742371,0.3988061,0.5819936],"study_design_scores_gemma":[0.00002457246,0.00003310963,0.0005098288,0.01564944,0.00003712369,0.001024352,0.0002024344,0.00007185718,0.00006079069,0.002472536,0.9798942,0.0000195786],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003491004,0.9390768,0.002397503,0.03465808,0.005663262,0.0004879792,0.0006148132,0.000272855,0.01647957],"genre_scores_gemma":[0.002153848,0.9569587,0.008442299,0.02001833,0.003109884,0.0004146512,0.0009565193,0.00004429586,0.007901442],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01509729,"threshold_uncertainty_score":0.05050546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4310621848352192,"score_gpt":0.5864724343160003,"score_spread":0.1554102494807811,"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."}}