{"id":"W2116186978","doi":"10.1097/aog.0b013e31825f3576","title":"Germline BRCA1 and BRCA2 Mutations in Ovarian Cancer","year":2012,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Institute of Cancer Research; BC Cancer Agency","funders":"Canadian Institutes of Health Research","keywords":"Medicine; BRCA mutation; Ovarian cancer; Serous fluid; Family history; Germline mutation; Genetic counseling; Genetic testing; Oncology; Serous carcinoma; Germline; Breast cancer; Internal medicine; Ovarian carcinoma; Gynecology; Cancer; Mutation; Genetics; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001439348,0.00009925402,0.000116717,0.000113902,0.00006631052,0.00001376011,0.00005869053,0.0001684741,0.00005998688],"category_scores_gemma":[0.0008552165,0.0001025765,0.00001790942,0.0002109596,0.00009386065,0.000006730573,0.00008500808,0.00008612233,0.000003425763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006057943,"about_ca_system_score_gemma":0.00008791449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004942504,"about_ca_topic_score_gemma":0.0002222116,"domain_scores_codex":[0.9992706,0.00004170605,0.0001582344,0.0002212618,0.00004758596,0.0002606684],"domain_scores_gemma":[0.9994212,0.0002507488,0.00005055791,0.0001420648,0.00004756273,0.00008780104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000215131,0.0002343282,0.826671,0.0000514605,0.0001170531,0.00001085279,0.00108926,0.0002135735,0.05295355,0.003024284,0.00231882,0.1132943],"study_design_scores_gemma":[0.001743545,0.0001413037,0.7493004,0.000006247401,0.00004323489,0.00003610272,0.0002766953,0.0001837698,0.006905708,0.0004560066,0.2405713,0.0003357525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787629,0.01852527,0.0002371984,0.0005942763,0.0008380176,0.0001379381,0.00002752721,0.000004934704,0.0008719622],"genre_scores_gemma":[0.9957062,0.002163453,0.0009796495,0.0004818599,0.0001316836,0.00006593099,0.0000423709,0.00001439493,0.0004144307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2382524,"threshold_uncertainty_score":0.4182948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01464517879018532,"score_gpt":0.281364954152429,"score_spread":0.2667197753622436,"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."}}