{"id":"W4378953907","doi":"10.1161/jaha.122.027646","title":"Omega‐3 Fatty Acids and Heart Rhythm, Rate, and Variability in Atrial Fibrillation","year":2023,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Imperial College London; Inselspital, Universitätsspital Bern; Schweizerische Herzstiftung; Universitätsspital Basel; Universität Zürich; McMaster University; University of Bern; National Science Foundation","keywords":"Docosapentaenoic acid; Docosahexaenoic acid; Medicine; Internal medicine; Atrial fibrillation; Eicosapentaenoic acid; Heart rate; Odds ratio; Gastroenterology; Fatty acid; Endocrinology; Cardiology; Polyunsaturated fatty acid; Blood pressure; Biology; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002557749,0.0003513801,0.0007998846,0.0004522284,0.0002113194,0.0005928811,0.0003819411,0.0008946229,0.002230837],"category_scores_gemma":[0.007471937,0.0001262022,0.001030977,0.0008434211,0.0003918301,0.0002118643,0.0002668521,0.0005805243,0.0001109112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002834996,"about_ca_system_score_gemma":0.0004844067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002051083,"about_ca_topic_score_gemma":0.001057793,"domain_scores_codex":[0.9988146,0.0006633403,0.0001556928,0.0001764219,0.0001261919,0.00006372289],"domain_scores_gemma":[0.9926922,0.004935265,0.00173248,0.0002002558,0.0002081499,0.0002317023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07370237,0.0009623856,0.7261881,0.01007345,0.01483078,0.0001834294,0.0001398039,0.001452946,0.001162732,0.0009821272,0.002406883,0.167915],"study_design_scores_gemma":[0.008123097,0.006618745,0.9635987,0.001698373,0.01131,0.0004673644,0.0000758254,0.001319622,0.0005042626,0.002320541,0.003927815,0.00003555346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.596241,0.3949208,0.001218085,0.002418497,0.0005459668,0.0001442177,0.00169562,0.00004182998,0.002774045],"genre_scores_gemma":[0.9505272,0.04606585,0.001074177,0.0006087513,0.0007401117,0.00017272,0.0005573065,0.000004651138,0.0002491237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002557749,"threshold_uncertainty_score":0.01352686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02839145784558832,"score_gpt":0.3231812348777331,"score_spread":0.2947897770321448,"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."}}