{"id":"W4410050131","doi":"10.1177/08465371251337022","title":"Joint BrEast CAncer &amp; CardiOvascular ScreeniNg: BEACON Study to Assess Opportunistic Cardiovascular Screening Using Breast Arterial Calcification on Mammography","year":2025,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Ottawa Hospital; University of Ottawa; Western University; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Breast cancer; Mammography; Prospective cohort study; Coronary artery calcium; Internal medicine; Demographics; Coronary artery disease; Cancer","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":[0.001531948,0.000303418,0.0003851765,0.0007423377,0.000665636,0.0007600196,0.0006270013,0.0005796835,0.002425039],"category_scores_gemma":[0.003155849,0.0007240771,0.0002873523,0.0009874499,0.0002371912,0.0005419693,0.0008892149,0.000888966,0.000824468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006120711,"about_ca_system_score_gemma":0.0004955695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01232988,"about_ca_topic_score_gemma":0.01684317,"domain_scores_codex":[0.9990256,0.0003926377,0.00007956376,0.0001663888,0.000178669,0.0001572122],"domain_scores_gemma":[0.9977809,0.0002411938,0.001099597,0.0001441404,0.0001991064,0.0005350974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005203382,0.0002256967,0.9971648,0.00003122029,0.00003362416,0.00005279703,0.0002655704,0.00001273652,0.0002529583,0.00002212352,0.0002980324,0.001120104],"study_design_scores_gemma":[0.0001499286,0.000412887,0.9985219,0.00002264566,0.00003553724,0.0001427429,0.0001547504,0.00008785449,0.00003453304,0.00002658209,0.0004061874,0.000004551682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963601,0.0003927799,0.0001806211,0.0001434556,0.00001176554,0.0001426888,0.001424326,0.000008435654,0.001335885],"genre_scores_gemma":[0.9979132,0.0001450167,0.0002306776,0.00009146236,0.00001751849,0.0001276284,0.0005830078,0.000003994911,0.0008875542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01232988,"threshold_uncertainty_score":0.02451622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06909680219061422,"score_gpt":0.3162817030606082,"score_spread":0.247184900869994,"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."}}