{"id":"W4206793405","doi":"10.1093/eurheartj/ehac020","title":"Silent brain infarcts impact on cognitive function in atrial fibrillation","year":2022,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"MicroPort; Servier; Hôpitaux Universitaires de Genève; Merck Sharp and Dohme; Schweizerische Herzstiftung; Biosense Webster; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; McMaster University; Mach-Gaensslen Foundation of Canada; Foundation for Cardiovascular Research; Daiichi Sankyo Europe; Sanofi; Bristol-Myers Squibb; AstraZeneca; Claret Medical; Universität Basel; Amgen; Vifor Pharma; Pfizer; Boston Scientific Corporation; National Science Foundation","keywords":"Medicine; Atrial fibrillation; Interquartile range; Cardiology; Internal medicine; Stroke (engine); Magnetic resonance imaging; Hyperintensity; Cohort; Cognitive decline; Prospective cohort study; Montreal Cognitive Assessment; Dementia; Radiology; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004522654,0.0004200133,0.0003251728,0.0005337931,0.0003353882,0.0007074727,0.0002576372,0.0006590306,0.001283968],"category_scores_gemma":[0.002223237,0.0001700554,0.0003998997,0.0004574018,0.0002511466,0.0004142251,0.0002903737,0.0005335156,0.0001929087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001815098,"about_ca_system_score_gemma":0.0002311293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002259746,"about_ca_topic_score_gemma":0.003180489,"domain_scores_codex":[0.9997348,0.00006796914,0.00004112731,0.00005717438,0.00004878841,0.00005022381],"domain_scores_gemma":[0.9986778,0.0002663867,0.0006711733,0.00007395188,0.0001080172,0.0002027046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004641111,0.00006878786,0.9974655,0.00001122936,0.00007725535,0.0001607004,0.00005002462,0.00003743393,0.0003140294,0.00001017322,0.00004936582,0.001291302],"study_design_scores_gemma":[0.00001712804,0.0002072121,0.9992212,0.000003313584,0.00003049615,0.0002860771,0.0000322505,0.000097574,0.00004035836,0.00002498291,0.00003683347,0.000002554992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994383,0.0002319145,0.00002880697,0.00002450266,0.000003760781,0.000002981615,0.0001089292,0.000001602479,0.0001591041],"genre_scores_gemma":[0.9996381,0.00006548767,0.00002655287,0.00001761844,0.00001578267,0.000002587032,0.0001733839,6.582291e-7,0.00005978066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002259746,"threshold_uncertainty_score":0.004493177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08034373067365161,"score_gpt":0.3639581874756778,"score_spread":0.2836144568020262,"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."}}