{"id":"W4306318781","doi":"10.1016/j.cjca.2022.10.013","title":"Mechanisms and Clinical Manifestations of Cognitive Decline in Atrial Fibrillation Patients: Potential Implications for Preventing Dementia","year":2022,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Servier; Mach-Gaensslen Foundation of Canada","keywords":"Medicine; Atrial fibrillation; Dementia; Cognitive decline; Cognition; Intensive care medicine; Cardiology; Internal medicine; Psychiatry; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001002415,0.0008953357,0.003127116,0.002186317,0.0003040026,0.001599388,0.001086577,0.001435603,0.002151904],"category_scores_gemma":[0.002521537,0.0002539445,0.001379422,0.002093824,0.0004678881,0.0008650812,0.0006358745,0.001765098,0.0003798271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008397439,"about_ca_system_score_gemma":0.002433533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007859915,"about_ca_topic_score_gemma":0.01461465,"domain_scores_codex":[0.99967,0.00007348285,0.00007083611,0.00004862347,0.0001088141,0.00002825119],"domain_scores_gemma":[0.9989636,0.0006109013,0.0001914805,0.00001169984,0.0001775633,0.00004472748],"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":[0.0002343508,0.0001381986,0.003358054,0.04063015,0.001246026,0.0003260625,0.0001032191,0.00039604,0.0002824013,0.002892409,0.01828972,0.9321034],"study_design_scores_gemma":[0.0004625485,0.0007586168,0.06474202,0.1128918,0.008876638,0.007249604,0.0008616116,0.0009659716,0.000485371,0.01622203,0.7862242,0.0002594887],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001095419,0.9994237,0.00002144489,0.0002193181,0.0000614481,0.00000204556,0.00001386695,0.000001292242,0.0001473498],"genre_scores_gemma":[0.0009823024,0.9986302,0.00006945017,0.0001067965,0.0001340261,0.000004422749,0.00001829893,2.203371e-7,0.00005433145],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007859915,"threshold_uncertainty_score":0.01562834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.112769953212083,"score_gpt":0.4081276217063907,"score_spread":0.2953576684943077,"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."}}