{"id":"W2023630115","doi":"10.3747/co.21.1656","title":"A Prior Diagnosis of Breast Cancer is a Risk Factor for Breast Cancer in Brca1 and Brca2 Carriers","year":2014,"lang":"en","type":"article","venue":"Current Oncology","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; Hôtel-Dieu de Montréal; BC Cancer Agency; Women's College Hospital; University of Toronto","funders":"Canadian Breast Cancer Research Alliance","keywords":"Breast cancer; Medicine; Family history; BRCA mutation; Cancer; Oncology; Risk factor; Internal medicine; Risk factors for breast cancer; Ovarian cancer; Gynecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0006275343,0.0002876329,0.0002982222,0.0008148114,0.0004549031,0.000547437,0.0003727704,0.0008881637,0.005733146],"category_scores_gemma":[0.00484426,0.0003157128,0.0005550994,0.0008404055,0.00046355,0.000379966,0.0002960801,0.0006737733,0.0003425058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002221894,"about_ca_system_score_gemma":0.0003178756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005287851,"about_ca_topic_score_gemma":0.006042095,"domain_scores_codex":[0.9996363,0.00009823163,0.00002917926,0.00008843389,0.00008256083,0.00006526498],"domain_scores_gemma":[0.9972036,0.0009112053,0.001156398,0.0001455238,0.00009902747,0.0004842514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001177664,0.00004444666,0.9977553,0.0000113269,0.00003911709,0.0002868761,0.00003952524,0.00002201619,0.000334596,0.00001613325,0.00007097668,0.001261961],"study_design_scores_gemma":[0.000007347283,0.0001122852,0.9978284,0.00001437947,0.00006892316,0.001479588,0.00008554859,0.0001105055,0.00007560688,0.00003563299,0.0001783919,0.000003329439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997745,0.001309379,0.00008532805,0.0001786339,0.00001728709,0.000005054234,0.00007815795,0.000005123135,0.0005760483],"genre_scores_gemma":[0.9990183,0.0004279321,0.0001296726,0.00003992406,0.00003100764,0.000003810988,0.00008553518,0.000002680688,0.0002611955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005733146,"threshold_uncertainty_score":0.01917922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02830326341968926,"score_gpt":0.3634193043215374,"score_spread":0.3351160409018482,"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."}}