{"id":"W2019834541","doi":"10.1089/gte.2008.0035","title":"Development and Pilot Testing of a Decision Aid for Men Considering Genetic Testing for Breast and/or Ovarian Cancer–Related Mutations ( <i>BRCA1/2</i> )","year":2008,"lang":"en","type":"article","venue":"Genetic Testing","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Goddard Space Flight Center; Cancer Research Society","keywords":"Genetic testing; Genetic counseling; Breast cancer; Family history; Ovarian cancer; Medicine; Gynecology; Family medicine; Cancer; Internal medicine; Biology; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002472904,0.0002584347,0.0002624401,0.0000955392,0.0005388681,0.0000321253,0.0001360282,0.0001104861,0.000003320617],"category_scores_gemma":[0.002097711,0.0002646313,0.00003151518,0.0003203632,0.0001514064,0.000008114918,0.0001529379,0.00007415836,3.544175e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006726974,"about_ca_system_score_gemma":0.000935706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007785168,"about_ca_topic_score_gemma":0.00006683963,"domain_scores_codex":[0.9981736,0.00002871232,0.0006586096,0.0005988118,0.0001424023,0.0003978667],"domain_scores_gemma":[0.9979729,0.000874309,0.0003174265,0.0002315719,0.0004827633,0.0001210286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001370716,0.00007629695,0.09236824,0.0002838274,0.0001590916,0.0000105645,0.000903192,0.008191716,0.5017141,0.000006240001,0.00009201926,0.3960577],"study_design_scores_gemma":[0.01529762,0.003524751,0.588524,0.001606908,0.0006380566,0.008076401,0.001098252,0.1352988,0.237317,0.001558708,0.004696512,0.002362941],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9723411,0.001548202,0.02477307,0.0000454205,0.0000982045,0.0009346337,0.0000852939,0.00005205071,0.0001219964],"genre_scores_gemma":[0.481306,0.00001684041,0.5182312,0.00003344722,0.00007936802,0.0002607695,0.00001155341,0.00003765542,0.00002319574],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4961558,"threshold_uncertainty_score":0.9999806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0553028425818698,"score_gpt":0.2870817516422007,"score_spread":0.2317789090603309,"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."}}