{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005519938,0.0002112187,0.0004550967,0.0003245606,0.0002228151,0.000009620064,0.00005683176,0.0001204695,0.00003907757],"category_scores_gemma":[0.00006411624,0.0001819189,0.0001761708,0.0004771191,0.00054819,0.0002632816,0.00002145756,0.0001199749,0.000001690192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005662316,"about_ca_system_score_gemma":0.00007952407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001056147,"about_ca_topic_score_gemma":0.00001877105,"domain_scores_codex":[0.998458,0.0001252535,0.0003747044,0.0004705563,0.00008975452,0.0004817432],"domain_scores_gemma":[0.9989573,0.0002446593,0.0002192411,0.0001914609,0.0001456137,0.0002416876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002009532,0.0001022774,0.8468698,0.0001307223,0.001304982,0.00002033406,0.000363588,0.000004749007,0.0002647084,0.00007396382,0.001809637,0.1470458],"study_design_scores_gemma":[0.002412469,0.0004514387,0.9918013,0.0004720849,0.000245642,0.001134163,0.0002875904,0.0005742283,0.00007299465,0.001827991,0.0004980591,0.000222018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9555568,0.002275553,0.03699346,0.004062604,0.0001076221,0.0007099712,0.00007314931,0.00009760857,0.0001232811],"genre_scores_gemma":[0.9878801,0.0002328023,0.00965615,0.001255565,0.00009313106,0.000398181,0.0001486758,0.00002868703,0.0003066716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1468237,"threshold_uncertainty_score":0.7418439,"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."}}