{"id":"W4404167454","doi":"10.70472/cdpu5571","title":"The prevalence of lymphedema in Canada: An update.","year":2024,"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; Medicine; Internal medicine; Cancer; Breast cancer","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":[0.001228545,0.0007334184,0.000817313,0.007632492,0.001504691,0.001906299,0.001406504,0.0008667446,0.00618152],"category_scores_gemma":[0.002930858,0.0004090636,0.000939135,0.01815502,0.0006130864,0.001057029,0.0007917216,0.001080624,0.001153884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02503614,"about_ca_system_score_gemma":0.04861354,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9890267,"about_ca_topic_score_gemma":0.9912236,"domain_scores_codex":[0.9983124,0.00006895982,0.0002020806,0.0001050481,0.001069638,0.0002418692],"domain_scores_gemma":[0.9931188,0.0002591057,0.0004889364,0.00004814201,0.005263697,0.0008213304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002120756,0.0001207451,0.3040819,0.004899383,0.0002279875,0.0004836661,0.0006987994,0.0003160261,0.0002192924,0.0005941979,0.4195633,0.2685825],"study_design_scores_gemma":[0.0000551097,0.00004787986,0.8532531,0.00315512,0.0003157971,0.001115531,0.001401437,0.0005985462,0.000160551,0.0002135018,0.1396077,0.00007561025],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07017916,0.6064398,0.001074992,0.0396805,0.004371656,0.0004275042,0.2286809,0.0007969224,0.04834853],"genre_scores_gemma":[0.330199,0.5497298,0.004693633,0.009826252,0.001422842,0.0003551809,0.0830493,0.0001408905,0.02058306],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02503614,"threshold_uncertainty_score":0.1816508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778429269219802,"score_gpt":0.2464937810901182,"score_spread":0.2287094883979202,"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."}}