{"id":"W4392592229","doi":"10.1016/j.atherosclerosis.2024.117499","title":"Coronary artery calcium: The canary in the coal mine","year":2024,"lang":"en","type":"letter","venue":"Atherosclerosis","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Coronary artery calcium; Cardiology; Coronary artery disease; Internal medicine; Coronary atherosclerosis; Atherosclerosis Risk in Communities; Atherosclerotic cardiovascular disease; Artery; Disease","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":[0.002030259,0.0008903629,0.001148864,0.0007298994,0.007307162,0.003646207,0.001676269,0.06880677,0.006860756],"category_scores_gemma":[0.01152201,0.0009428966,0.001048136,0.0006131589,0.002995978,0.003304956,0.00190276,0.0432083,0.002197544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004805167,"about_ca_system_score_gemma":0.005954472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01521157,"about_ca_topic_score_gemma":0.0317504,"domain_scores_codex":[0.9982367,0.0006007221,0.0001885647,0.0002571064,0.0003569412,0.0003599105],"domain_scores_gemma":[0.9968835,0.001203473,0.0002041447,0.0001005975,0.0003658168,0.001242549],"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":[0.0002419269,0.0001858149,0.007847962,0.000126956,0.00005990728,0.06607179,0.00102022,0.0001752405,0.0007459347,0.01002803,0.9014195,0.01207667],"study_design_scores_gemma":[0.0003515548,0.0003412538,0.01196487,0.001455302,0.0001299954,0.0562386,0.005631592,0.001880607,0.0005552626,0.0331616,0.8880671,0.00022222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001716931,0.00156728,0.00005424758,0.9822932,0.009311283,0.0000137729,0.0000205709,0.000009287058,0.005013484],"genre_scores_gemma":[0.01679526,0.0023731,0.0002843912,0.9146361,0.05082693,0.00004090127,0.00002198839,0.00002518107,0.0149961],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06880677,"threshold_uncertainty_score":0.03486407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03918197272489204,"score_gpt":0.2744392302658993,"score_spread":0.2352572575410072,"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."}}