{"id":"W3018325449","doi":"10.1111/hex.13062","title":"Genetic testing for hereditary cancer syndromes: patient recommendations for improved risk communication","year":2020,"lang":"en","type":"article","venue":"Health Expectations","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia; Canadian Centre for Applied Research in Cancer Control","funders":"Canadian Institutes of Health Research; Canadian Cancer Society; Canadian Centre for Applied Research in Cancer Control","keywords":"Genetic testing; Hereditary Cancer; Cancer; Genetic counseling; Medicine; MEDLINE; Computer science; Genetics; Breast cancer; Biology; Internal medicine","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":[0.00005975651,0.0001273629,0.0001383199,0.00003651719,0.0005987055,0.00002291427,0.0001585623,0.0000689395,0.00001584193],"category_scores_gemma":[0.0005384798,0.0001457354,0.00007596514,0.0001846856,0.00003690864,0.000007589829,0.00004426708,0.00008072684,0.000002744467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001245028,"about_ca_system_score_gemma":0.0006527076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00016201,"about_ca_topic_score_gemma":0.0002787416,"domain_scores_codex":[0.9988751,0.00008364806,0.0003989816,0.0003408002,0.00005502219,0.0002464885],"domain_scores_gemma":[0.9987611,0.0001738439,0.0002957126,0.0003042679,0.000328551,0.0001365463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002979633,0.0003878896,0.002089444,0.0005910133,0.0005140699,3.373855e-7,0.02715661,0.011352,0.02859892,0.0002497762,0.5330003,0.3957616],"study_design_scores_gemma":[0.007445606,0.008203747,0.006661344,0.0002713552,0.0003669391,0.00003575326,0.04537733,0.1324312,0.01689109,0.003081583,0.7773644,0.001869637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1908356,0.06132964,0.5071858,0.2126633,0.0019855,0.01309946,0.01228063,0.0003361976,0.0002838934],"genre_scores_gemma":[0.5558987,0.0006313361,0.4301943,0.004702066,0.0004502364,0.006254323,0.001766065,0.00006533897,0.00003765274],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.393892,"threshold_uncertainty_score":0.5942918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06398674788054998,"score_gpt":0.3561872790209094,"score_spread":0.2922005311403594,"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."}}