{"id":"W2763181466","doi":"10.1016/j.cjca.2017.09.024","title":"Mechanisms, Clinical Significance, and Prevention of Cognitive Impairment in Patients With Atrial Fibrillation","year":2017,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Atrial fibrillation; Dementia; Cardiology; Stroke (engine); Internal medicine; Subclinical infection; Cognitive decline; Neurocognitive; Ischemia; Intensive care medicine; Cognition; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008885149,0.0008154545,0.002322198,0.001899917,0.0003045039,0.001370541,0.001023979,0.001188949,0.001337382],"category_scores_gemma":[0.002403812,0.0002356233,0.00152803,0.001781273,0.0004812142,0.0008368643,0.0005618462,0.001533462,0.0001983511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00061927,"about_ca_system_score_gemma":0.002017288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005130418,"about_ca_topic_score_gemma":0.0100488,"domain_scores_codex":[0.9996732,0.00006514923,0.00007988115,0.00004847088,0.0001036668,0.00002959998],"domain_scores_gemma":[0.9990512,0.0005760013,0.0002100099,0.00001196277,0.0001151189,0.00003579205],"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":[0.0003313517,0.0001712523,0.006188244,0.06495912,0.002374954,0.000392706,0.0001575444,0.0004458987,0.0003911719,0.002502033,0.01243276,0.9096529],"study_design_scores_gemma":[0.0006606861,0.001015547,0.09501301,0.125255,0.01995447,0.009331822,0.001013471,0.001259881,0.0009608353,0.01960341,0.7256049,0.0003268853],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000181922,0.9994608,0.0000164703,0.0001671505,0.00003833215,0.000001915392,0.00001105755,8.351785e-7,0.0001215791],"genre_scores_gemma":[0.002038692,0.997595,0.00006173496,0.0001158233,0.0001296149,0.000003979168,0.00001538601,1.905052e-7,0.00003959177],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005130418,"threshold_uncertainty_score":0.0102011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1174184428181347,"score_gpt":0.3996098028504725,"score_spread":0.2821913600323378,"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."}}