{"id":"W2002561481","doi":"10.1038/bjc.2011.120","title":"Predictors of contralateral breast cancer in BRCA1 and BRCA2 mutation carriers","year":2011,"lang":"en","type":"article","venue":"British Journal of Cancer","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":233,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; McGill University; Centre Hospitalier de l’Université de Montréal; BC Cancer Agency; Women's College Hospital; University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Breast cancer; Medicine; Oophorectomy; Cancer; Internal medicine; Oncology; Family history; BRCA mutation; Mastectomy; Gynecology; Prophylactic Surgery; First-degree relatives; Obstetrics; Surgery; Hysterectomy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006457167,0.0004028055,0.000295364,0.0007090046,0.0002489948,0.000418427,0.0002107886,0.0004383877,0.001661262],"category_scores_gemma":[0.003143552,0.0002081949,0.0003422036,0.0003464535,0.0002964004,0.0002664847,0.00034615,0.0003899938,0.0002187358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001294993,"about_ca_system_score_gemma":0.000288547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002733116,"about_ca_topic_score_gemma":0.002114658,"domain_scores_codex":[0.9997523,0.00009060001,0.00001557688,0.00005140926,0.00004605902,0.00004402642],"domain_scores_gemma":[0.998368,0.000464287,0.0007636712,0.0000598414,0.000072925,0.0002712476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001001042,0.00001020312,0.9986578,0.000004185746,0.00001557127,0.0001029803,0.00001273086,0.00004549487,0.00008771106,0.000007228369,0.00002948864,0.0009264122],"study_design_scores_gemma":[0.00001061892,0.0001325688,0.996841,0.00001036159,0.00006421502,0.002016436,0.00007541892,0.0005151535,0.0001187557,0.00004843863,0.0001634182,0.000003697956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991602,0.0005067236,0.00006370756,0.00002791282,0.000004986979,0.000002343924,0.00005210784,0.000003407918,0.0001786074],"genre_scores_gemma":[0.9995951,0.0001368425,0.00006214147,0.000008893672,0.00001084449,0.000001718983,0.00009105478,0.000001520143,0.00009191914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002733116,"threshold_uncertainty_score":0.005557477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007360750393747948,"score_gpt":0.2485913111956694,"score_spread":0.2412305608019215,"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."}}