{"id":"W3131204198","doi":"10.1158/1538-7445.sabcs20-ps4-27","title":"Abstract PS4-27: A prospective multicenter study evaluating the impact of the 21-Gene Breast Recurrence Score® upon physician treatment decision and cost in lymph node-positive breast cancer patients in Quebec","year":2021,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Jewish General Hospital; Université Laval; Hôpital Maisonneuve-Rosemont; Centre hospitalier universitaire de Québec; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Breast cancer; Internal medicine; Prospective cohort study; Clinical endpoint; Oncology; Cohort; Lymph node; Chemotherapy; Cancer; Cohort study; Observational study; Clinical trial","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":[0.002050274,0.0005375504,0.0005404688,0.0004510117,0.001353466,0.0008792614,0.00105951,0.0008717004,0.003303124],"category_scores_gemma":[0.003564634,0.0003254662,0.0009768687,0.001311965,0.0006609427,0.0005635827,0.0005499207,0.0009224319,0.0004321544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009963118,"about_ca_system_score_gemma":0.007184262,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7395664,"about_ca_topic_score_gemma":0.7412083,"domain_scores_codex":[0.998472,0.0005970452,0.00008832988,0.0002675581,0.0002163739,0.0003586143],"domain_scores_gemma":[0.995434,0.0007462834,0.001452073,0.0001888864,0.0009904156,0.001188354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003681957,0.0007809003,0.9917299,0.00004435302,0.0003119282,0.0000444196,0.0001584887,0.0001559683,0.0002339215,0.00002762989,0.000879004,0.001951445],"study_design_scores_gemma":[0.0006353591,0.001959172,0.9956236,0.00002176616,0.0001341834,0.00002560694,0.0002950917,0.0006227806,0.00006104603,0.00001371309,0.0005911855,0.00001648203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968617,0.0002319121,0.00006890901,0.000138362,0.00001337263,0.000178764,0.002002496,0.000004009169,0.0005004107],"genre_scores_gemma":[0.9972323,0.00009246244,0.0001327015,0.000207182,0.00001613046,0.0001553032,0.001494494,0.000002859428,0.0006664992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2604336,"threshold_uncertainty_score":0.5239346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04165953741964125,"score_gpt":0.4156427884105215,"score_spread":0.3739832509908803,"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."}}