{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009636833,0.0003787944,0.0003454359,0.0007294036,0.004619421,0.002203505,0.00106617,0.003123469,0.01001421],"category_scores_gemma":[0.02107677,0.0002996007,0.0005187762,0.0004003452,0.001738234,0.003017053,0.003066405,0.00390929,0.0020011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003490838,"about_ca_system_score_gemma":0.01065382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01069458,"about_ca_topic_score_gemma":0.02071414,"domain_scores_codex":[0.9950491,0.003498923,0.0002446302,0.0001264342,0.0005683186,0.0005126209],"domain_scores_gemma":[0.9885888,0.00442626,0.001069619,0.0002130545,0.002219634,0.003482654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001725527,0.001069028,0.08521087,0.001257534,0.0000438574,0.01120271,0.4573664,0.0004924831,0.004309169,0.008159791,0.2477043,0.1830114],"study_design_scores_gemma":[0.0001068389,0.0004158255,0.04974283,0.003071117,0.00007292743,0.006763823,0.7180887,0.001404225,0.001660078,0.01848504,0.1999477,0.0002408308],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3323453,0.004129722,0.0136681,0.5889279,0.001121623,0.001128772,0.0004916911,0.0006701439,0.05751698],"genre_scores_gemma":[0.9080487,0.005586312,0.03965116,0.03063702,0.0003543016,0.001097613,0.0004492032,0.00008552009,0.01409019],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01069458,"threshold_uncertainty_score":0.05096507,"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."}}