{"id":"W4389802148","doi":"10.1093/cvr/cvad175","title":"An inflammation resolution–promoting intervention prevents atrial fibrillation caused by left ventricular dysfunction","year":2023,"lang":"en","type":"article","venue":"Cardiovascular Research","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; Montreal Heart Institute","funders":"Canadian Institutes of Health Research; Institut de Cardiologie de Montréal; Heart and Stroke Foundation of Canada","keywords":"Atrial fibrillation; Medicine; Cardiology; Inflammation; Internal medicine; Intervention (counseling)","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":[0.006380274,0.0001668187,0.0003824093,0.0007281589,0.000417898,0.0001374337,0.000119417,0.0001851919,0.00009570162],"category_scores_gemma":[0.0009399037,0.0001658625,0.001119932,0.001353071,0.00005878018,0.0004939312,0.0001184651,0.0002684711,0.0004254239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003303583,"about_ca_system_score_gemma":0.00005756061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007359763,"about_ca_topic_score_gemma":0.000003660286,"domain_scores_codex":[0.9956346,0.001009734,0.0004919809,0.000526482,0.001844981,0.0004922795],"domain_scores_gemma":[0.9985086,0.0001166163,0.00009301915,0.0006905054,0.0004185189,0.000172794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001237777,0.00003621096,0.1778146,0.001491797,0.006131721,0.0003158847,0.001129058,0.05014186,0.03868678,0.0003731614,0.01009098,0.7125502],"study_design_scores_gemma":[0.01547628,0.001421475,0.2958383,0.0007663905,0.001627328,0.00007163329,0.001062412,0.1727151,0.01915939,0.001080648,0.4899009,0.0008801119],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871235,0.001942615,0.006801302,0.0007076805,0.0005534586,0.002022574,0.000006085842,0.0004451643,0.0003976082],"genre_scores_gemma":[0.9925318,0.0005289299,0.00009399684,0.000003893685,0.003774927,0.000008322688,0.001281122,0.00005077647,0.001726273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.71167,"threshold_uncertainty_score":0.6763676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09033282013336194,"score_gpt":0.3834403187317926,"score_spread":0.2931074985984307,"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."}}