{"id":"W2194176361","doi":"10.1016/j.jacc.2014.01.023","title":"Lone Atrial Fibrillation","year":2014,"lang":"en","type":"review","venue":"Journal of the American College of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":206,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute; Libin Cardiovascular Institute of Alberta; Université de Montréal; University of Calgary","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; American Heart Association","keywords":"Medicine; Atrial fibrillation; Etiology; Heart disease; Lone pair; Disease; Intensive care medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0008065001,0.0002281703,0.004742001,0.0003313108,0.00004095772,0.000003519281,0.0002605086,0.00012724,0.00001263742],"category_scores_gemma":[0.0007406545,0.0001265692,0.004223444,0.0005522151,0.0002746824,0.00003052026,0.0001133555,0.0002828215,0.000009036218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001131965,"about_ca_system_score_gemma":0.0003801743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001539245,"about_ca_topic_score_gemma":2.609102e-7,"domain_scores_codex":[0.9973778,0.0006607128,0.001299388,0.0001336869,0.0003685386,0.0001598815],"domain_scores_gemma":[0.9945762,0.0006930362,0.004037151,0.0003932687,0.0002298276,0.00007058621],"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":[0.0009566902,0.000001282084,0.008643433,0.004419337,0.005871728,0.00009654794,0.000006699072,0.0005926944,0.000004209059,0.0006493334,0.02008275,0.9586753],"study_design_scores_gemma":[0.0006138947,0.0005173424,0.0009088416,0.00134625,0.004943655,0.001197484,0.00001304268,0.000004517949,4.576536e-7,0.00005337482,0.9902984,0.0001027611],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003603577,0.9946361,0.0002911098,0.00127504,0.00185404,0.0005992395,0.00003516693,0.000007375901,0.0009415523],"genre_scores_gemma":[0.001542911,0.9827486,0.0004000504,0.00003602771,0.0143869,2.080508e-7,0.000004631886,0.00003009905,0.0008505906],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9702156,"threshold_uncertainty_score":0.5161343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05967022264463043,"score_gpt":0.3698236772366217,"score_spread":0.3101534545919913,"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."}}