{"id":"W2403775433","doi":"10.1007/s40291-016-0209-0","title":"The Role of the 21-Gene Recurrence Score in Breast Cancer Treatment","year":2016,"lang":"en","type":"review","venue":"Molecular Diagnosis & Therapy","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Oncology; Medicine; Breast cancer; Internal medicine; Chemotherapy; Clinical trial; Framingham Risk Score; Disease; Cohort; Prospective cohort study; Cancer; Bioinformatics; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001228967,0.0006788624,0.001947786,0.00155608,0.0001584865,0.0009603566,0.0008305178,0.0008192202,0.001659455],"category_scores_gemma":[0.001836432,0.000239574,0.0006823608,0.001601525,0.0005479024,0.0007622979,0.0005778383,0.00154697,0.0006061898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006445309,"about_ca_system_score_gemma":0.001166977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001660279,"about_ca_topic_score_gemma":0.003172583,"domain_scores_codex":[0.9996918,0.00008581581,0.00004796042,0.00006036751,0.00009226338,0.00002185193],"domain_scores_gemma":[0.9991748,0.0005470589,0.0000966221,0.00001661256,0.0001333691,0.0000315073],"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":[0.0001547912,0.00004768653,0.001016664,0.008083273,0.000233802,0.00009246825,0.00002615729,0.0003228721,0.0004518775,0.001822329,0.009367756,0.9783804],"study_design_scores_gemma":[0.0001354798,0.0003632824,0.008174275,0.01446645,0.001447221,0.001852936,0.0001541323,0.0005079702,0.001025166,0.00565245,0.9661459,0.00007477239],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009692275,0.9993699,0.00005774511,0.0001735781,0.00006191774,0.000001562098,0.00001087154,0.000001537642,0.0002260118],"genre_scores_gemma":[0.001344137,0.997931,0.0001698836,0.0001853225,0.0001521335,0.000004185568,0.00002547736,0.000001119509,0.0001868331],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001947786,"threshold_uncertainty_score":0.006499529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0200135430346069,"score_gpt":0.3030592345164147,"score_spread":0.2830456914818078,"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."}}