{"id":"W2590106797","doi":"10.1200/jop.2016.011205","title":"Role of Patient and Disease Factors in Adjuvant Systemic Therapy Decision Making for Early-Stage, Operable Breast Cancer: American Society of Clinical Oncology Endorsement of Cancer Care Ontario Guideline Recommendations Summary","year":2016,"lang":"en","type":"article","venue":"Journal of Oncology Practice","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"American Society of Clinical Oncology","keywords":"Medicine; Guideline; Breast cancer; Systemic therapy; Clinical Oncology; Cancer; Stage (stratigraphy); Oncology; Disease; Internal medicine; Adjuvant therapy; Intensive care medicine; Family medicine; Pathology","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":[0.02822559,0.0005866731,0.001741667,0.001729418,0.001373339,0.003112325,0.001802017,0.002638804,0.001944348],"category_scores_gemma":[0.07742102,0.0004662297,0.002137641,0.002935109,0.0008405553,0.001198807,0.001064124,0.003769333,0.0005375038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002895704,"about_ca_system_score_gemma":0.01755849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04468499,"about_ca_topic_score_gemma":0.1860389,"domain_scores_codex":[0.9826972,0.009453245,0.003047276,0.0005121515,0.003780404,0.0005097409],"domain_scores_gemma":[0.9356614,0.03812605,0.005596789,0.00112754,0.01723553,0.002252629],"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":[0.0004859767,0.0006157168,0.200164,0.004538388,0.001361137,0.0004092173,0.001251806,0.001612497,0.0003625963,0.004492499,0.2584405,0.5262658],"study_design_scores_gemma":[0.001454205,0.0007443355,0.330808,0.05001951,0.005240262,0.001816146,0.004066148,0.007549033,0.001512402,0.01902162,0.5774124,0.000355897],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.07654321,0.2185679,0.01683552,0.5991185,0.005525478,0.002754391,0.008847136,0.0002574015,0.07155047],"genre_scores_gemma":[0.4713283,0.1917501,0.1945203,0.1099528,0.005758452,0.004284836,0.01272622,0.0001624172,0.00951657],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04468499,"threshold_uncertainty_score":0.149273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03734969774674763,"score_gpt":0.4249045370862077,"score_spread":0.3875548393394601,"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."}}