{"id":"W4322775439","doi":"10.1158/1538-7445.sabcs22-p6-01-39","title":"Abstract P6-01-39: The impact of the 21-gene Recurrence Score® assay upon physician treatment recommendations in the neoadjuvant setting in lymph node-negative breast cancer patients in a multicenter prospective study in Quebec","year":2023,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Saint-Sacrement; Centre Hospitalier de l’Université de Montréal; McGill University; Jewish General Hospital; Université Laval; Université de Montréal; Hôpital Maisonneuve-Rosemont; Université de Sherbrooke","funders":"","keywords":"Medicine; Breast cancer; Internal medicine; Oncology; Neoadjuvant therapy; Chemotherapy; Prospective cohort study; Cohort; Lymph node; 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":[0.001368614,0.0002965223,0.0003214442,0.0004243066,0.001100888,0.0007629065,0.0007520434,0.0004575595,0.001974216],"category_scores_gemma":[0.003041401,0.0002129982,0.0004578537,0.001070129,0.0005290792,0.0003414346,0.0004060055,0.0006489989,0.0002946676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006490772,"about_ca_system_score_gemma":0.004521653,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7073439,"about_ca_topic_score_gemma":0.7584454,"domain_scores_codex":[0.9989476,0.0002945246,0.00007945019,0.0002231119,0.0002311152,0.0002242961],"domain_scores_gemma":[0.9964606,0.0004677059,0.001246482,0.0001194264,0.0009961303,0.0007096375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001391535,0.00005469986,0.9985998,0.000008999172,0.00002063303,0.0000243248,0.00008825529,0.00002397363,0.0001005005,0.000006758638,0.0002842622,0.0006486316],"study_design_scores_gemma":[0.00001489669,0.0001178226,0.9991829,0.00000688008,0.00001284807,0.00002622056,0.0002125376,0.0001618021,0.00002972341,0.000002814375,0.0002279135,0.000003773588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997429,0.0001647961,0.00006696183,0.0001309487,0.00001003349,0.00005557126,0.001501318,0.000003643905,0.0006377879],"genre_scores_gemma":[0.9982951,0.00006719804,0.0001110149,0.0001266374,0.000009518464,0.00003937659,0.0009396484,0.000002389686,0.0004090118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2926561,"threshold_uncertainty_score":0.5887592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04136052293896654,"score_gpt":0.3962543695148393,"score_spread":0.3548938465758728,"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."}}