{"id":"W4408999246","doi":"10.3390/antiox14040414","title":"Relevance of Targeting Oxidative Stress, Inflammatory, and Pro-Resolution Mechanisms in the Prevention and Management of Postoperative Atrial Fibrillation","year":2025,"lang":"en","type":"review","venue":"Antioxidants","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University; Montreal Heart Institute","funders":"","keywords":"Medicine; Atrial fibrillation; Inflammation; Intensive care medicine; Cardiology; Cardiac arrhythmia; Myocardial infarction; Stroke (engine); Internal medicine; Sudden cardiac death","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":[0.0009143928,0.0007462145,0.00153118,0.002409322,0.0003081303,0.00106454,0.0007348711,0.001386517,0.003057684],"category_scores_gemma":[0.001687412,0.0002102304,0.0009831707,0.001479579,0.000410761,0.001158171,0.0006451095,0.002046429,0.0009261611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005392254,"about_ca_system_score_gemma":0.00156824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009715775,"about_ca_topic_score_gemma":0.001791995,"domain_scores_codex":[0.9995973,0.0001056153,0.00008611741,0.00005517351,0.0001218061,0.00003399984],"domain_scores_gemma":[0.9992123,0.0004842163,0.00008923568,0.00001741098,0.0001612684,0.00003562236],"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":[0.0001326199,0.000129418,0.0003039287,0.06603377,0.0003854948,0.0002090756,0.0001168792,0.0003425678,0.001618346,0.004404751,0.02295506,0.9033681],"study_design_scores_gemma":[0.00006932364,0.000283168,0.002084847,0.03226305,0.0008821472,0.0016389,0.0001614295,0.000199381,0.0007923236,0.004479656,0.9571081,0.00003757407],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000705073,0.99909,0.00005714372,0.0003320728,0.0001395492,0.000003731192,0.000009788246,0.000003059886,0.0002942639],"genre_scores_gemma":[0.0005669547,0.9988649,0.0001117424,0.0001811061,0.0001142419,0.000006107122,0.00001287214,7.021499e-7,0.0001414286],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003057684,"threshold_uncertainty_score":0.01022899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04499973367608807,"score_gpt":0.3569731420717437,"score_spread":0.3119734083956557,"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."}}