{"id":"W2284880360","doi":"10.1586/14779072.2016.1154457","title":"Asymptomatic atrial fibrillation burden and thromboembolic events: piecing evidence together","year":2016,"lang":"en","type":"review","venue":"Expert Review of Cardiovascular Therapy","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Southlake Regional Health Center; McGill University Health Centre","funders":"","keywords":"Medicine; Atrial fibrillation; Asymptomatic; Stroke (engine); Cardiology; Internal medicine; Thromboembolic stroke; Intensive care 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"],"consensus_categories":[],"category_scores_codex":[0.001960175,0.0006233741,0.005794847,0.0002312377,0.00007198369,0.0000221731,0.0002187693,0.000267945,0.000307852],"category_scores_gemma":[0.000568089,0.0003754613,0.007182992,0.0004014437,0.0000761543,0.000227086,0.0001087545,0.0001416593,0.00007909944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001301081,"about_ca_system_score_gemma":0.0001809344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001920597,"about_ca_topic_score_gemma":6.277889e-8,"domain_scores_codex":[0.99581,0.0008370713,0.001407488,0.0006216742,0.00103298,0.0002908394],"domain_scores_gemma":[0.9972419,0.0004231118,0.0006932878,0.001337953,0.0001792406,0.0001245231],"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":[0.00001563954,8.326509e-7,0.00001958674,0.05863473,0.005469837,0.000003411655,0.00006211179,8.263598e-7,0.000001640122,0.00002675842,0.000169034,0.9355956],"study_design_scores_gemma":[0.0006747657,0.00007041516,0.0000219942,0.2747107,0.002811702,0.00004615349,0.000004859231,0.000001422795,0.000001237779,0.00001398871,0.7213628,0.0002798946],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001119347,0.994178,0.0004447675,0.0003815924,0.0005027023,0.00418614,0.000004675851,0.00007238407,0.0002185177],"genre_scores_gemma":[0.000004974199,0.9911572,0.0004978088,0.0001121286,0.007877002,0.00002292949,0.00003450953,0.0001066256,0.0001868416],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9353157,"threshold_uncertainty_score":0.9998697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09408551331145291,"score_gpt":0.4031337561842513,"score_spread":0.3090482428727984,"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."}}