{"id":"W2009258470","doi":"10.3747/co.22.2320","title":"Optimal Systemic Therapy for Early Breast Cancer in Women: A Clinical Practice Guideline","year":2015,"lang":"en","type":"article","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Durham; Ottawa Hospital; Kingston General Hospital; McMaster University; Cancer Care Ontario; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Guideline; Breast cancer; Systemic therapy; Hormonal therapy; Clinical trial; Disease; Cancer; Oncology; Systematic review; MEDLINE; Adjuvant therapy; Internal medicine; Targeted therapy; Intensive care medicine; Family medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01890013,0.001750084,0.003584902,0.006193726,0.002250534,0.003470785,0.006668139,0.007403789,0.003317574],"category_scores_gemma":[0.03910217,0.001343256,0.004819399,0.008047909,0.001788077,0.003294972,0.002650091,0.006351079,0.002570781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01857949,"about_ca_system_score_gemma":0.06739388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1585893,"about_ca_topic_score_gemma":0.3113579,"domain_scores_codex":[0.985911,0.004954472,0.004680895,0.0006194744,0.003226836,0.0006074712],"domain_scores_gemma":[0.9618561,0.007337512,0.003772297,0.0007322158,0.02421309,0.002088802],"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":[0.0001494943,0.0002530726,0.002499026,0.04250882,0.0004371025,0.0007161829,0.001672428,0.001426193,0.0009779501,0.004881145,0.6800823,0.2643964],"study_design_scores_gemma":[0.000629818,0.0001958977,0.01096303,0.185826,0.00145513,0.0007630034,0.001304565,0.001667225,0.0004925376,0.007970272,0.7885459,0.0001867235],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.003941691,0.4478783,0.02539621,0.4442897,0.01098009,0.01319981,0.008759764,0.0008333855,0.04472104],"genre_scores_gemma":[0.03418841,0.5658018,0.2665569,0.08494166,0.004004501,0.01493616,0.01395736,0.0001896593,0.01542356],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1585893,"threshold_uncertainty_score":0.3153324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1032921032659557,"score_gpt":0.4739642645955497,"score_spread":0.370672161329594,"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."}}