{"id":"W2116189127","doi":"10.1111/j.1399-0004.2007.00859.x","title":"Development and testing of a decision aid for breast cancer prevention for women with a BRCA1 or BRCA2 mutation","year":2007,"lang":"en","type":"article","venue":"Clinical Genetics","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Women's College Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Health Canada","keywords":"Medicine; Breast cancer; Prophylactic Mastectomy; Genetic testing; Prophylactic Surgery; Cancer; Test (biology); Gynecology; Oophorectomy; Stage (stratigraphy); Mastectomy; Oncology; Family medicine; Internal medicine; Surgery; Hysterectomy","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":[0.01584732,0.0007872795,0.0004649174,0.0007407502,0.000472731,0.001068626,0.001180576,0.001025788,0.007954326],"category_scores_gemma":[0.03613823,0.0003457842,0.0007986177,0.0004108352,0.0004248696,0.0009411859,0.0009761559,0.0008130528,0.001587478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007668648,"about_ca_system_score_gemma":0.002376225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009626995,"about_ca_topic_score_gemma":0.001209345,"domain_scores_codex":[0.9902607,0.007302354,0.0006273686,0.0002976588,0.001169457,0.0003423584],"domain_scores_gemma":[0.9654567,0.02808389,0.0007606233,0.000803455,0.003814453,0.00108083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008788922,0.01878557,0.08862342,0.001937158,0.00016981,0.001389004,0.007586315,0.00530169,0.01488158,0.00188406,0.01488014,0.8357723],"study_design_scores_gemma":[0.01424161,0.178204,0.31293,0.004625847,0.001576788,0.00890581,0.03032647,0.0930876,0.1284371,0.009813981,0.2166813,0.00116949],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9241919,0.0006750842,0.03890105,0.002761768,0.0003995321,0.01883681,0.0009988568,0.0007973663,0.01243766],"genre_scores_gemma":[0.5484592,0.0007347665,0.4337964,0.0008816167,0.00007932617,0.00748646,0.001211544,0.00006804185,0.007282726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01584732,"threshold_uncertainty_score":0.08380961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06389200155405068,"score_gpt":0.40103210231041,"score_spread":0.3371401007563594,"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."}}