{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004221375,0.000475635,0.0007865877,0.000183307,0.0001145546,0.0000826917,0.0001504872,0.0006117849,0.001687035],"category_scores_gemma":[0.0002874297,0.0004182477,0.0006384273,0.0002607906,0.00007647965,0.0001486612,0.0001109317,0.0009101353,0.002950296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001025046,"about_ca_system_score_gemma":0.00007464099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002436141,"about_ca_topic_score_gemma":6.325982e-7,"domain_scores_codex":[0.9973814,0.0002586891,0.0005313125,0.000507085,0.0007520136,0.0005695266],"domain_scores_gemma":[0.9985444,0.0001596272,0.000392803,0.0006638966,0.0000954877,0.0001438113],"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":[0.0001346124,0.000001338836,0.01670372,0.0002789883,0.0001836529,0.0001090911,0.00008768679,0.00000563344,0.00008816101,0.00002944707,0.9806491,0.001728541],"study_design_scores_gemma":[0.001409166,0.0001157763,0.001372578,0.000137851,0.0005388247,0.00004368729,0.000007140618,0.00004222832,0.00002983067,0.00001975945,0.9958651,0.0004180734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001661007,0.02039235,0.0004518212,0.9539167,0.003936796,0.00138447,0.00008366972,0.0004856024,0.01768762],"genre_scores_gemma":[0.009290712,0.0006179601,0.0004289244,0.3701636,0.2166052,0.00000253857,0.0007756526,0.0004322895,0.4016832],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.583753,"threshold_uncertainty_score":0.9998269,"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."}}