{"id":"W4409362115","doi":"10.58931/cot.2025.2134","title":"Advances in Adjuvant Therapy for High-Risk Breast Cancer: A Canadian Clinical Approach","year":2025,"lang":"en","type":"article","venue":"Canadian oncology today.","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Cancer Agency; University of Saskatchewan","funders":"","keywords":"Breast cancer; Adjuvant therapy; Medicine; Oncology; Adjuvant; Internal medicine; Cancer","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":[0.002771936,0.0006497038,0.0007924511,0.002201594,0.001612102,0.0020293,0.0009960106,0.001013792,0.006243448],"category_scores_gemma":[0.003539057,0.0001886479,0.0005239529,0.004317543,0.0009887208,0.0009022632,0.001095568,0.002173769,0.001109024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02101843,"about_ca_system_score_gemma":0.0650057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7250814,"about_ca_topic_score_gemma":0.8818443,"domain_scores_codex":[0.9989921,0.0001537462,0.00007911197,0.00008060687,0.0005659399,0.0001284665],"domain_scores_gemma":[0.9964623,0.0002596452,0.0001431278,0.00004324595,0.002666193,0.0004254563],"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":[0.000269224,0.0001110324,0.004990017,0.005928994,0.000118343,0.0005407843,0.0004461904,0.0005738892,0.002203645,0.01573613,0.1763611,0.7927206],"study_design_scores_gemma":[0.00008838799,0.0001084064,0.008060746,0.004924126,0.0002034958,0.0005936421,0.0003614562,0.0002126725,0.0003876774,0.002294638,0.9827256,0.00003909124],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00174293,0.9180887,0.0007600338,0.05436671,0.001929971,0.0000964528,0.0004332882,0.00003884948,0.02254306],"genre_scores_gemma":[0.01170621,0.9750658,0.002012735,0.005869635,0.0007394004,0.00004343799,0.0003329962,0.0000140827,0.004215737],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2749186,"threshold_uncertainty_score":0.5530753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188623016764734,"score_gpt":0.3271848254345535,"score_spread":0.3152985952669062,"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."}}