{"id":"W1545950342","doi":"10.1111/cge.12216","title":"Clinical implications of genetic testing for <scp>BRCA1</scp> and <scp>BRCA2</scp> mutations in Austria","year":2013,"lang":"en","type":"article","venue":"Clinical Genetics","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Medicine; Lumpectomy; Tamoxifen; Breast cancer; Oophorectomy; Mastectomy; Prophylactic Mastectomy; Genetic testing; Mammography; Gynecology; Oncology; Cancer; Internal medicine; Obstetrics; Hysterectomy; Surgery","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008833003,0.0002765101,0.0004865123,0.0001054567,0.0001282925,0.00005381197,0.0004568023,0.0006051411,0.000006720788],"category_scores_gemma":[0.01032838,0.0002956561,0.0002336086,0.000382479,0.0006915698,0.000008748148,0.0002730826,0.0003066935,0.00002428542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003324263,"about_ca_system_score_gemma":0.0005200348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002190404,"about_ca_topic_score_gemma":0.00006108943,"domain_scores_codex":[0.9963886,0.0002336215,0.001866408,0.0008573068,0.0001579481,0.000496095],"domain_scores_gemma":[0.9944748,0.003194122,0.0005396104,0.0008408457,0.0006612351,0.000289331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004634893,0.0004086952,0.8998213,0.00006573891,0.0001537151,8.39948e-7,0.00009587885,0.001179426,0.02246313,0.0001213829,0.01584367,0.05984158],"study_design_scores_gemma":[0.001929639,0.001021204,0.9580986,0.0000338969,0.0001413718,0.00001363002,0.0002542401,0.002061399,0.004812614,0.005096979,0.02642639,0.0001100528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882761,0.001975234,0.007003911,0.0002603764,0.0004341723,0.001214063,0.0001042801,0.00002276375,0.0007091256],"genre_scores_gemma":[0.8977578,0.0008718641,0.09895729,0.0004637625,0.0007043185,0.0004217864,0.0001389501,0.00006902299,0.0006152674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09195337,"threshold_uncertainty_score":0.9999496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07814429454405829,"score_gpt":0.3879451425330671,"score_spread":0.3098008479890088,"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."}}