{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005805054,0.0001781095,0.0001468239,0.001052187,0.0001954282,0.0002570094,0.0002575075,0.0003604211,0.001044592],"category_scores_gemma":[0.002473957,0.0001731564,0.000124964,0.0005433184,0.0002162684,0.0003061967,0.0003000119,0.0001929694,0.0002216777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002118959,"about_ca_system_score_gemma":0.0001900304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001994216,"about_ca_topic_score_gemma":0.00221612,"domain_scores_codex":[0.9996698,0.00007506841,0.00003080748,0.00007735389,0.00009553553,0.00005130432],"domain_scores_gemma":[0.9986658,0.0003331944,0.0007012208,0.00005136828,0.0001247445,0.0001236421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002266113,0.000007213959,0.9986469,0.000005498647,0.000006576871,0.00006562014,0.00001305709,0.00002765654,0.0001581637,0.00000377069,0.00002749625,0.001015354],"study_design_scores_gemma":[0.000005089379,0.00005423464,0.9975566,0.000007277771,0.00001135788,0.001790023,0.0000457429,0.0001713061,0.0001465744,0.00001419205,0.0001962125,0.000001295238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989138,0.0004805257,0.00008703776,0.00001661449,0.000002101764,0.000009939564,0.0001750567,0.000003076497,0.0003118158],"genre_scores_gemma":[0.999356,0.0001672858,0.0001870999,0.00001476461,0.000007199164,0.0000063756,0.0001865727,0.000001048974,0.00007374054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001994216,"threshold_uncertainty_score":0.003965199,"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."}}