{"id":"W2317388209","doi":"10.1056/jw200410050000001","title":"Screening BRCA Carriers for Breast Cancer","year":2004,"lang":"en","type":"article","venue":"Journal watch","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prophylactic Mastectomy; Breast cancer; Mammography; Magnetic resonance imaging; BRCA mutation; Oncology; Breast MRI; Breast cancer screening; Cancer; Gynecology; Radiology; Mastectomy; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001461087,0.00009618881,0.00008642011,0.00002241917,0.0002103437,0.00004468395,0.0001490594,0.00009047509,0.00005396952],"category_scores_gemma":[0.00002247806,0.00008722672,0.0001127381,0.00006437385,0.00003678671,0.00000530539,0.00002950656,0.0001142822,0.000002043476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001705829,"about_ca_system_score_gemma":0.0003490919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000332631,"about_ca_topic_score_gemma":0.00007149828,"domain_scores_codex":[0.9993314,0.0000121735,0.0001576009,0.0001613275,0.0001131583,0.0002243445],"domain_scores_gemma":[0.9995123,0.000004364158,0.00008361759,0.0001330568,0.0001630858,0.0001035814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006272234,0.00009943911,0.008758802,0.00005099327,0.0007216127,0.000021379,0.0008908836,0.06194442,0.6657926,0.0001467132,0.1389226,0.1220233],"study_design_scores_gemma":[0.006539747,0.000435272,0.01306489,0.0001437765,0.0001737344,0.002257786,0.0009251706,0.000123794,0.401887,0.003154816,0.5704723,0.0008217347],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8554759,0.002179236,0.09786689,0.04195144,0.001528266,0.0003066709,0.0003235485,0.00001756398,0.0003504682],"genre_scores_gemma":[0.9824156,0.0006932771,0.01285886,0.0008812668,0.001958261,0.00004059987,0.00001746097,0.00003467355,0.001099954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4315497,"threshold_uncertainty_score":0.3557002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01362785562123375,"score_gpt":0.2987222661359424,"score_spread":0.2850944105147087,"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."}}