{"id":"W2002873340","doi":"10.1007/s10549-015-3293-7","title":"Prevalence of BRCA1 and BRCA2 germline mutations in patients with triple-negative breast cancer","year":2015,"lang":"en","type":"article","venue":"Breast Cancer Research and Treatment","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":130,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital","funders":"National Medical Research Council; Cancer Institute NSW; National Breast Cancer Foundation; National Health and Medical Research Council; Hunter Cancer Research Alliance","keywords":"Triple-negative breast cancer; Breast cancer; Germline mutation; Medicine; Oncology; BRCA mutation; Mutation; Ovarian cancer; Internal medicine; Genetic testing; Cancer; Cancer research; Genetics; Biology; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001479099,0.0001496576,0.0001580598,0.0001143892,0.00007076823,0.0000212698,0.00008337506,0.00006238783,0.0000391734],"category_scores_gemma":[0.00001757661,0.0001137685,0.0000186121,0.0002369803,0.0003642928,0.00001494131,0.00007109549,0.00007650272,9.187303e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003651779,"about_ca_system_score_gemma":0.0007794073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003652352,"about_ca_topic_score_gemma":0.002563069,"domain_scores_codex":[0.9987569,0.00009031709,0.0001684037,0.0004075104,0.0002942595,0.0002825851],"domain_scores_gemma":[0.9989645,0.00002515017,0.00006363587,0.0002144975,0.0005546891,0.0001775324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002457773,0.0005797156,0.9493064,0.00007565024,0.0002309267,0.000004257365,0.000706284,0.0001886435,0.0006567558,0.00002976493,0.0002407093,0.04552312],"study_design_scores_gemma":[0.005908909,0.0009096925,0.9883452,0.00009195972,0.00003259124,0.00001763365,0.0002038918,0.00003761668,0.004069996,0.00008936579,0.0001593971,0.0001337173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944517,0.002250626,0.00001003248,0.0006998564,0.00003460185,0.0006090313,0.001834707,0.000004043344,0.0001053795],"genre_scores_gemma":[0.9972266,0.001443925,0.0001961004,0.00001766251,0.00007310037,0.0005260369,0.00005485386,0.00001840032,0.0004433206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04538941,"threshold_uncertainty_score":0.5521289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03149279560625292,"score_gpt":0.3441734918046504,"score_spread":0.3126806961983975,"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."}}