{"id":"W4394894376","doi":"10.1016/j.jacep.2024.02.019","title":"Atrial Fibrosis and Inflammation in Postoperative Atrial Fibrillation","year":2024,"lang":"en","type":"article","venue":"JACC. Clinical electrophysiology","topic":"Extracellular vesicles in disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Amiodarone; Medicine; Inflammation; Atrial fibrillation; Colchicine; Fibrosis; Pericarditis; Pharmacology; Cardiology; Internal medicine; Anesthesia","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":[0.00040896,0.0003460379,0.0003030225,0.0002271421,0.000169723,0.0002042368,0.00009625952,0.0003033795,0.001011387],"category_scores_gemma":[0.0002224465,0.00008250699,0.0002870511,0.0001353706,0.0003334612,0.0002011905,0.0001824043,0.0005055228,0.00009123871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001158051,"about_ca_system_score_gemma":0.0002217809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009959128,"about_ca_topic_score_gemma":0.0001927333,"domain_scores_codex":[0.999797,0.00006402899,0.00002893936,0.00002925255,0.00004239483,0.00003828585],"domain_scores_gemma":[0.999724,0.00005576796,0.0001298179,0.00001523448,0.00002640338,0.00004882516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01408564,0.001113534,0.02263405,0.001193927,0.00009813193,0.001105374,0.0001390263,0.0002720062,0.9256322,0.00032794,0.000173378,0.03322478],"study_design_scores_gemma":[0.001005278,0.06975777,0.4153005,0.000383717,0.0007098255,0.009171675,0.0007510036,0.001827979,0.4920581,0.0007569274,0.008223604,0.00005359271],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818032,0.01583962,0.001089727,0.0000998128,0.00007482425,0.00007363624,0.00005727778,0.00001500025,0.000946919],"genre_scores_gemma":[0.9938275,0.004887614,0.0007173048,0.00006750124,0.00005580722,0.00007447285,0.00007158037,0.000001493587,0.0002966042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001011387,"threshold_uncertainty_score":0.003383458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01236215687703301,"score_gpt":0.3239780038888041,"score_spread":0.3116158470117711,"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."}}