{"id":"W2270107377","doi":"10.1093/cvr/cvw028","title":"Deciphering the fundamental mechanisms of atrial fibrillation: a quest for over a century","year":2016,"lang":"en","type":"editorial","venue":"Cardiovascular Research","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University; Montreal Heart Institute","funders":"Canadian Institutes of Health Research; Deutsches Zentrum für Herz-Kreislaufforschung","keywords":"Atrial fibrillation; Cardiology; Medicine; Internal medicine","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":[0.002655709,0.0007354236,0.001356417,0.001251232,0.0006794665,0.003490249,0.0008972692,0.002509275,0.007203044],"category_scores_gemma":[0.00671083,0.0002366953,0.0003748451,0.001497437,0.002572492,0.006886451,0.001703209,0.005911798,0.002171279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009610791,"about_ca_system_score_gemma":0.002807996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001330982,"about_ca_topic_score_gemma":0.001206099,"domain_scores_codex":[0.9990188,0.0002937183,0.0001183688,0.0001480013,0.0003512078,0.00006995796],"domain_scores_gemma":[0.9948435,0.002711634,0.0005887501,0.0002226335,0.001093643,0.0005398207],"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":[0.0003383028,0.0001786515,0.00280806,0.004422866,0.00009954964,0.0002631482,0.0004285327,0.0003633757,0.001518341,0.03283825,0.09298665,0.8637543],"study_design_scores_gemma":[0.00003387987,0.0002381985,0.005760169,0.006746482,0.0001389429,0.001145,0.0008432607,0.0007713605,0.0007485593,0.08708099,0.8964224,0.00007072723],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.002560398,0.9028025,0.002823525,0.08308808,0.004235892,0.00001915527,0.0001984583,0.00008420309,0.004187806],"genre_scores_gemma":[0.01545045,0.9524318,0.002530239,0.01408318,0.01285341,0.0000331385,0.0002194544,0.00003530776,0.00236296],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.007203044,"threshold_uncertainty_score":0.02409655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08730478003688792,"score_gpt":0.4110130024908132,"score_spread":0.3237082224539253,"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."}}