{"id":"W2085682959","doi":"10.1158/1055-9965.epi-07-0509","title":"Is Mammography Adequate for Screening Women with Inherited BRCA Mutations and Low Breast Density?","year":2008,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Canadian Breast Cancer Research Alliance","keywords":"Mammography; Medicine; Breast cancer; Breast density; Ductal carcinoma; Magnetic resonance imaging; Breast MRI; BRCA mutation; Breast imaging; Breast cancer screening; Radiology; BI-RADS; Gynecology; Cancer; Oncology; 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":[0.005770253,0.0004015852,0.001059771,0.00185384,0.000399983,0.001110417,0.0009885017,0.00232434,0.00106535],"category_scores_gemma":[0.06730168,0.0003932589,0.0007739706,0.001602768,0.001618736,0.001666025,0.0005402345,0.0005494721,0.0003337554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007140011,"about_ca_system_score_gemma":0.0007984384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003187119,"about_ca_topic_score_gemma":0.004824178,"domain_scores_codex":[0.9943978,0.00270508,0.0008356767,0.0004608766,0.00101414,0.0005864638],"domain_scores_gemma":[0.9691485,0.01560334,0.0104611,0.000973109,0.00216777,0.001646199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000422381,0.00005138433,0.9737839,0.0002182819,0.0001401561,0.0005171117,0.0001091029,0.00014737,0.0002834749,0.00008593439,0.0009395761,0.0233013],"study_design_scores_gemma":[0.0000539315,0.0004455646,0.9909925,0.0004723449,0.0002833321,0.003908431,0.0005808679,0.0007357519,0.0002995224,0.0004203694,0.001788151,0.00001927539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9183655,0.04925694,0.001305193,0.02392165,0.0003853045,0.00006888571,0.0005781582,0.00007428055,0.006044131],"genre_scores_gemma":[0.9954745,0.002814457,0.0004366224,0.0008403153,0.0002548781,0.00001104081,0.000121989,0.000003783848,0.00004230762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005770253,"threshold_uncertainty_score":0.03051639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04458829893259182,"score_gpt":0.3223167917201098,"score_spread":0.277728492787518,"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."}}