{"id":"W7128616018","doi":"10.1093/jbi/wbaf064","title":"Canadian Society Breast Imaging Position Statement on Mammographic Breast Density and Supplemental Screening","year":2025,"lang":"en","type":"article","venue":"Journal of Breast Imaging","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto; University of Ottawa; Dalhousie University","funders":"","keywords":"Mammography; Position statement; Breast density; Breast cancer; Breast cancer screening; Screening mammography; Breast imaging; Breast tissue; Statement (logic); Ultrasonography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01142875,0.0009182246,0.001020722,0.003135576,0.005238362,0.003759932,0.006014293,0.01201947,0.01390509],"category_scores_gemma":[0.02965943,0.0008214794,0.001367107,0.003983299,0.002578685,0.001538374,0.002118439,0.01097198,0.005209202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02761746,"about_ca_system_score_gemma":0.1904594,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8513132,"about_ca_topic_score_gemma":0.924379,"domain_scores_codex":[0.9882147,0.0008586457,0.0006596203,0.000466897,0.008397096,0.001402992],"domain_scores_gemma":[0.9479716,0.004651166,0.001203361,0.001165384,0.0379323,0.007076197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002575653,0.00003012344,0.001103382,0.0001729625,0.00001375609,0.00009578305,0.000109226,0.0001316643,0.0002148792,0.007092575,0.9562508,0.03475911],"study_design_scores_gemma":[0.00002438934,0.00001489407,0.003423835,0.0006884672,0.00002891198,0.0001261745,0.0001183352,0.00009373522,0.0001455544,0.001690823,0.9936074,0.00003741178],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002406918,0.04016429,0.004816435,0.6209757,0.03871404,0.0009865691,0.01043179,0.0006003616,0.2809039],"genre_scores_gemma":[0.04603356,0.1009395,0.0551968,0.4368688,0.01936878,0.001526549,0.02567702,0.0008231269,0.313566],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1486868,"threshold_uncertainty_score":0.2991248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003857219934775087,"score_gpt":0.238689715786219,"score_spread":0.2348324958514439,"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."}}