{"id":"W3215313640","doi":"10.1161/circ.144.suppl_1.6970","title":"Abstract 6970: Extracellular Vesicles Prevent Post-Operative Atrial Fibrillation","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Extracellular vesicles in disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Heart Institute; University of Ottawa","funders":"","keywords":"Medicine; Atrial fibrillation; Extracellular vesicles; Cardiology; Vesicle; Internal medicine; Extracellular; Cell biology; Biochemistry","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":[0.0001765989,0.0004309431,0.0005274314,0.0002163682,0.0001537905,0.0003359937,0.0002274284,0.000793292,0.004447039],"category_scores_gemma":[0.0001743481,0.0001173125,0.000298007,0.00007915351,0.0002452932,0.0002588822,0.0002878497,0.0008958572,0.0007521478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008990496,"about_ca_system_score_gemma":0.0002827718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000192908,"about_ca_topic_score_gemma":0.0003196004,"domain_scores_codex":[0.9998757,0.00002797045,0.00001023699,0.00001307051,0.0000248724,0.00004815745],"domain_scores_gemma":[0.9998907,0.00002136342,0.00002462988,0.000008141399,0.00001303956,0.00004215246],"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":[0.01044572,0.002798564,0.0006129556,0.0006384419,0.0001244446,0.0003011472,0.00006387015,0.0003081899,0.9337082,0.000730863,0.002314596,0.04795312],"study_design_scores_gemma":[0.003340623,0.05589541,0.02024556,0.0001766516,0.0002437206,0.001081065,0.0001582711,0.001637223,0.8958479,0.0005683398,0.02076577,0.00003950094],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888732,0.004120362,0.001791667,0.0005050624,0.0004203708,0.0001555628,0.0006974963,0.0001934001,0.003242673],"genre_scores_gemma":[0.9889169,0.002566758,0.002167154,0.0003199,0.0001443007,0.0001476804,0.0007287372,0.0000248835,0.004983685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004447039,"threshold_uncertainty_score":0.01487684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238305789947906,"score_gpt":0.2667383955715079,"score_spread":0.2543553376720288,"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."}}