{"id":"W2784999170","doi":"10.1200/jco.2012.30.15_suppl.549","title":"A prospective clinical utility study of the impact of the 21-gene recurrence score assay (Onco<i>type</i> DX) in estrogen receptor positive (ER+) node negative (pN0) breast cancer in academic Canadian centers.","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Centre for Applied Research in Cancer Control; BC Cancer Agency","funders":"","keywords":"Medicine; Internal medicine; Breast cancer; Confidence interval; Tamoxifen; Oncology; Prospective cohort study; Stage (stratigraphy); Cancer; Chemotherapy; Estrogen receptor; Adjuvant chemotherapy; Gynecology; Disease; Informed consent; Alternative medicine; Pathology","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":[0.005455002,0.000410989,0.0003361226,0.0007595949,0.0007870241,0.0009085205,0.0008769534,0.0005737189,0.00135431],"category_scores_gemma":[0.01648999,0.0003969826,0.0005075678,0.001638533,0.0006624426,0.000476435,0.0007246169,0.0006848524,0.0003466686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006675862,"about_ca_system_score_gemma":0.003991704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3102865,"about_ca_topic_score_gemma":0.2902976,"domain_scores_codex":[0.9963994,0.001621151,0.0002322998,0.0004870865,0.0008952861,0.0003648098],"domain_scores_gemma":[0.9840553,0.005031198,0.005400864,0.0009389825,0.002631205,0.001942383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001578578,0.0002621929,0.9954808,0.00001659161,0.00008223393,0.00003183987,0.0001471367,0.00009166127,0.00006147102,0.00001583522,0.0001706062,0.002061005],"study_design_scores_gemma":[0.00008351961,0.0008249893,0.9981026,0.000004851388,0.00004896468,0.00004758799,0.0001635232,0.0004411807,0.00005322517,0.000006841665,0.0002131729,0.000009502625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984841,0.0001415539,0.0000561275,0.00004760046,0.000003818789,0.00009751428,0.0006098425,0.000002694464,0.0005568106],"genre_scores_gemma":[0.998993,0.00004926102,0.0001399819,0.00004159404,0.000004581945,0.00004090976,0.0005319488,0.000001795507,0.0001970144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6897135,"threshold_uncertainty_score":0.6169609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07874989122551011,"score_gpt":0.4607470621952983,"score_spread":0.3819971709697881,"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."}}