{"id":"W2104985658","doi":"10.1016/s1470-2045(06)70624-6","title":"Screening mammography and risk of breast cancer in BRCA1 and BRCA2 mutation carriers: a case-control study","year":2006,"lang":"en","type":"article","venue":"The Lancet Oncology","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":108,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency; McGill University; Université de Montréal; Hôtel-Dieu de Montréal; Coalition for Research in Women's Health; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Breast cancer; Mammography; BRCA mutation; Obstetrics; Gynecology; Oophorectomy; Odds ratio; Oncology; Cancer; Internal medicine; Surgery; 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":[0.002432885,0.001537694,0.001773549,0.002525046,0.001879039,0.001742006,0.001760056,0.002987341,0.004638419],"category_scores_gemma":[0.007622192,0.002836267,0.001730392,0.002470485,0.001641961,0.001177677,0.0009070638,0.001876688,0.000643275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008085053,"about_ca_system_score_gemma":0.0005634468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01158163,"about_ca_topic_score_gemma":0.006636663,"domain_scores_codex":[0.9978148,0.0008317894,0.00022154,0.0006107187,0.0002601457,0.0002611041],"domain_scores_gemma":[0.9944824,0.002374357,0.0009714025,0.001015684,0.0003728346,0.0007833007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01292307,0.00244218,0.9745252,0.0001071927,0.00156404,0.002037294,0.0009927336,0.0001224809,0.002531647,0.0001994474,0.0003156034,0.002239202],"study_design_scores_gemma":[0.0009127262,0.003259785,0.9891879,0.00002164217,0.00126371,0.003158013,0.000654192,0.0006240737,0.0003170909,0.0001543417,0.0003965273,0.00004992406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988365,0.0005292679,0.0001328069,0.00003489612,0.00001595076,0.00002368312,0.0001531874,0.000008108405,0.0002656141],"genre_scores_gemma":[0.9987422,0.000234192,0.0001638703,0.00003878118,0.00003544042,0.00003233701,0.0002244374,0.000007172976,0.0005216546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01158163,"threshold_uncertainty_score":0.02302843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136395743167024,"score_gpt":0.2930139361479605,"score_spread":0.2816499787162903,"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."}}