{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001340675,0.0001197408,0.000198522,0.0003734018,0.0002572183,0.00004888895,0.00003566636,0.00001482435,0.001816858],"category_scores_gemma":[0.000315957,0.0001003749,0.0003117221,0.0002968158,0.00001355299,0.0001164543,0.00006593158,0.0004010482,0.000192438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001871536,"about_ca_system_score_gemma":0.00006409716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005321838,"about_ca_topic_score_gemma":6.369532e-7,"domain_scores_codex":[0.9981814,0.0006983998,0.000315761,0.0001546201,0.0004503134,0.0001994766],"domain_scores_gemma":[0.9993783,0.0002407269,0.0001360775,0.00008738574,0.00004194178,0.0001155607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006390922,0.00001262132,0.9312033,0.00001167265,0.0001597638,0.0002072447,0.0004735053,0.01817402,0.0005134323,0.00008477177,0.01997874,0.02279],"study_design_scores_gemma":[0.003675772,0.001688986,0.8997625,0.0000500925,0.00005650408,0.0002075443,0.0002136094,0.0004200262,0.000009468064,0.00004477249,0.09377032,0.0001004243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866048,0.0001948168,0.00008271914,0.005708592,0.0008333527,0.0003539723,0.000005611816,0.00003727026,0.00617889],"genre_scores_gemma":[0.9932948,0.0000226622,0.00002844375,0.001088485,0.004241896,2.083709e-7,0.00003543852,0.00002736987,0.001260636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07379158,"threshold_uncertainty_score":0.9990956,"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."}}