{"id":"W4406091272","doi":"10.58931/cpct.2024.2333","title":"The Evolving Approach to Breast Cancer Screening and Treatment in Canada: Implications for Primary Care Providers","year":2024,"lang":"en","type":"article","venue":"Canadian Primary Care Today","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Primary care; Breast cancer; Medicine; Family medicine; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007701606,0.000387917,0.0006043257,0.00234968,0.01823619,0.00753445,0.004320466,0.00415703,0.008377514],"category_scores_gemma":[0.02375934,0.0005855505,0.0008383539,0.00540762,0.006273828,0.002801689,0.00433215,0.007120367,0.0004573286],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1993876,"about_ca_system_score_gemma":0.4294801,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9949698,"about_ca_topic_score_gemma":0.9982172,"domain_scores_codex":[0.9872655,0.001739995,0.0006987036,0.000794784,0.005739303,0.003761644],"domain_scores_gemma":[0.9553465,0.003144212,0.001823001,0.0003854564,0.01769592,0.021605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001733358,0.0005673895,0.2044895,0.001937917,0.0002498985,0.003608868,0.02248826,0.001825407,0.0007935557,0.03041847,0.4664627,0.2669846],"study_design_scores_gemma":[0.0002302874,0.0002772974,0.4490475,0.00797929,0.0003594646,0.002802881,0.1146645,0.002339358,0.0003826244,0.01560379,0.4057,0.0006129883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.02788014,0.01790919,0.0005141816,0.9281226,0.001582381,0.0001194892,0.0005799104,0.00005289725,0.02323913],"genre_scores_gemma":[0.6639533,0.07967879,0.008538078,0.2353535,0.001846181,0.0002648372,0.000984872,0.0001062215,0.00927414],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1993876,"threshold_uncertainty_score":0.928597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03057079539264649,"score_gpt":0.2773741794735619,"score_spread":0.2468033840809154,"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."}}