{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008580009,0.00007960861,0.0001301227,0.000456995,0.0002390497,0.0005043271,0.0001529963,0.0003062875,0.000787421],"category_scores_gemma":[0.005746257,0.0001371055,0.0001233723,0.0003275671,0.0003792215,0.0002968971,0.0004696853,0.0002695642,0.0001396272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005898882,"about_ca_system_score_gemma":0.0003599047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00322962,"about_ca_topic_score_gemma":0.003923384,"domain_scores_codex":[0.9991703,0.0003815187,0.00007639024,0.00009889186,0.0001362397,0.00013669],"domain_scores_gemma":[0.9980764,0.0007471411,0.0007810257,0.00006453652,0.0001368934,0.0001939504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001083789,0.00003887517,0.9782414,0.00001429682,0.000009724746,0.001483778,0.0009146721,0.0001973648,0.0006630234,0.00006939701,0.000252768,0.01800632],"study_design_scores_gemma":[0.000008022219,0.0002290201,0.9825942,0.00005354006,0.00002278085,0.01040968,0.003201526,0.0005551071,0.0006837605,0.0001851722,0.002043754,0.00001346838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980149,0.0006301511,0.00009236062,0.000257102,0.000006341974,0.000002021544,0.00003539955,0.000002391878,0.0009593334],"genre_scores_gemma":[0.9994465,0.0002795411,0.00009101555,0.00005599087,0.000005515769,0.000001071658,0.00002690299,0.000001226067,0.00009236846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00322962,"threshold_uncertainty_score":0.006421626,"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."}}