{"id":"W2756272086","doi":"10.1007/s10549-017-4476-1","title":"The expected benefit of preventive mastectomy on breast cancer incidence and mortality in BRCA mutation carriers, by age at mastectomy","year":2017,"lang":"en","type":"article","venue":"Breast Cancer Research and Treatment","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; Women's College Hospital","funders":"","keywords":"Mastectomy; Prophylactic Mastectomy; Breast cancer; Medicine; Incidence (geometry); BRCA mutation; Oncology; Cancer; Internal medicine; Gynecology","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":[0.002413349,0.0004421403,0.0007362225,0.0004728871,0.0001879285,0.0004848946,0.0004900145,0.001511273,0.004322984],"category_scores_gemma":[0.009569798,0.0003442879,0.001960405,0.0003753159,0.000316293,0.0006978592,0.0003936084,0.0009954856,0.0006167957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004586416,"about_ca_system_score_gemma":0.0003741068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002608961,"about_ca_topic_score_gemma":0.002495034,"domain_scores_codex":[0.99919,0.0003472708,0.00005309527,0.0001192267,0.00009077421,0.0001995922],"domain_scores_gemma":[0.9933978,0.004803803,0.0006302122,0.0003014956,0.0002323411,0.0006342958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.06112945,0.0008066944,0.8174356,0.0007469685,0.004786305,0.001994687,0.0001125937,0.01338153,0.007252534,0.003499713,0.002321296,0.08653273],"study_design_scores_gemma":[0.0007606539,0.004006411,0.9762461,0.00006606133,0.003729795,0.001930643,0.0001287185,0.00797924,0.001076757,0.002713543,0.001323702,0.00003854587],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968061,0.01523419,0.002661232,0.003643052,0.000271867,0.00003516894,0.003359424,0.00007753451,0.006656517],"genre_scores_gemma":[0.9954901,0.001512085,0.0004320407,0.0004649171,0.0002508209,0.00001554235,0.0006564537,0.000006539802,0.001171454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004322984,"threshold_uncertainty_score":0.01446182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02942241028155653,"score_gpt":0.3634506063564046,"score_spread":0.3340281960748481,"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."}}