{"id":"W3155438313","doi":"10.1016/j.hrthm.2021.03.046","title":"Antidiabetic drugs for preventing atrial fibrillation: A new revolution?","year":2021,"lang":"en","type":"letter","venue":"Heart Rhythm","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Population Health Research Institute; McMaster University","funders":"","keywords":"Medicine; Atrial fibrillation; Internal medicine; Cardiology; Stroke (engine); Diabetes mellitus; Population; Randomized controlled trial; Empagliflozin; Type 2 diabetes; Dronedarone; Endocrinology","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":[0.005962312,0.001187092,0.00306253,0.001498089,0.003538046,0.005583329,0.002031872,0.04725162,0.0134715],"category_scores_gemma":[0.03132164,0.0006841453,0.002191734,0.001258481,0.004059617,0.009863631,0.002708728,0.04854344,0.00723261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004401866,"about_ca_system_score_gemma":0.006007447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004169718,"about_ca_topic_score_gemma":0.007931699,"domain_scores_codex":[0.9949426,0.001648894,0.0007792375,0.0005329638,0.001627047,0.0004692153],"domain_scores_gemma":[0.980378,0.01058864,0.001420411,0.0005114283,0.003116483,0.003985046],"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":[0.0001502499,0.00009311967,0.0005282116,0.0001557061,0.00004013408,0.0008341445,0.00007529836,0.00006128033,0.000128852,0.00546632,0.9618455,0.03062126],"study_design_scores_gemma":[0.0004713871,0.0001395719,0.001134779,0.001230772,0.00009720812,0.001620969,0.0003728899,0.0004044111,0.00009387275,0.02065543,0.9737032,0.00007550992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00009299039,0.004704967,0.00005596453,0.9818262,0.01212883,0.000003177329,0.00002578008,0.00001064362,0.001151483],"genre_scores_gemma":[0.001570606,0.007208479,0.000229517,0.8768228,0.1119038,0.00002087172,0.00002833452,0.00001327622,0.002202353],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04725162,"threshold_uncertainty_score":0.04506671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05729299029954028,"score_gpt":0.3290726837924229,"score_spread":0.2717796934928827,"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."}}