{"id":"W2059205733","doi":"10.1016/s0277-9536(03)00263-6","title":"Prevention and genetic testing for breast cancer: variations in medical decisions","year":2003,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; University of Ottawa; Institute of Population and Public Health","funders":"","keywords":"Breast cancer; Genetic testing; Prophylactic Surgery; Prophylactic Mastectomy; Medicine; Mammography; Gynecology; Family medicine; Cancer prevention; Family history; Preventive healthcare; Oophorectomy; Cancer; Ovarian cancer; Genetic counseling; Mastectomy; Public health; Surgery; Pathology; Internal medicine; Genetics; Hysterectomy","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":[0.004327841,0.0001892403,0.0004723469,0.001399533,0.0007716042,0.001230541,0.000612844,0.001303799,0.003845758],"category_scores_gemma":[0.04141129,0.0001697984,0.0003371498,0.002620724,0.001027516,0.0008681117,0.0007756208,0.00118213,0.0003417989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007379983,"about_ca_system_score_gemma":0.0005566634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004265364,"about_ca_topic_score_gemma":0.004919041,"domain_scores_codex":[0.9920222,0.005635857,0.0004387253,0.000576718,0.0008545213,0.0004719443],"domain_scores_gemma":[0.9588988,0.03318657,0.003204908,0.001411998,0.001346475,0.001951242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007199405,0.0002587654,0.9491528,0.00005403706,0.0003765927,0.0005251768,0.002889408,0.0008343806,0.001124329,0.005419049,0.001387965,0.03725749],"study_design_scores_gemma":[0.00002698147,0.00007577243,0.9817266,0.0000435229,0.00009842219,0.0007343478,0.001263104,0.001605737,0.0003348358,0.01212357,0.001933948,0.00003299055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819877,0.00204196,0.00119877,0.007959896,0.00006610808,0.00001318313,0.0005038317,0.000016257,0.006212398],"genre_scores_gemma":[0.9989691,0.0002267916,0.0002890436,0.0002339474,0.00003088432,0.000004146281,0.00006643927,0.000007007791,0.0001726412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004327841,"threshold_uncertainty_score":0.02288812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02478804991709323,"score_gpt":0.3621971432115245,"score_spread":0.3374090932944313,"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."}}