{"id":"W2109083630","doi":"10.1093/europace/eur423","title":"Idiopathic atrial fibrillation: a rose by any other name?","year":2012,"lang":"en","type":"letter","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Atrial fibrillation; Etiology; Cardiology; Internal medicine","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":[0.007889375,0.001479824,0.00359712,0.002603718,0.001813692,0.008128244,0.003617596,0.009460969,0.01057931],"category_scores_gemma":[0.03406548,0.0007714917,0.001983097,0.002288393,0.003963452,0.006654433,0.00200217,0.01745668,0.007357024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001994534,"about_ca_system_score_gemma":0.003151231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003436848,"about_ca_topic_score_gemma":0.005485808,"domain_scores_codex":[0.9926299,0.001857729,0.001245706,0.001338443,0.002430896,0.0004973497],"domain_scores_gemma":[0.9682735,0.01878438,0.002652641,0.0008646692,0.006336196,0.003088728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003731789,0.000007358959,0.0002166458,0.0003432563,0.00003074799,0.000114387,0.00006470332,0.00000946882,0.00002740461,0.0005781794,0.9885114,0.01005916],"study_design_scores_gemma":[0.0000562912,0.00004356286,0.001242973,0.002440057,0.0001042372,0.0009687645,0.0003671986,0.00005644338,0.00004650492,0.002184519,0.9924384,0.0000511383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0001390538,0.06032924,0.0001113499,0.1984853,0.739571,0.000007981516,0.0001000342,0.00004758068,0.001208489],"genre_scores_gemma":[0.0009168093,0.03444322,0.00008645304,0.08222154,0.8804091,0.00001212673,0.00007061329,0.0000533773,0.001786816],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01057931,"threshold_uncertainty_score":0.04172349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04621633483727235,"score_gpt":0.304807807850181,"score_spread":0.2585914730129086,"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."}}