{"id":"W4314447449","doi":"10.1016/j.ijcard.2023.01.007","title":"Association between atrial fibrillation burden and cognitive function in patients with atrial fibrillation","year":2023,"lang":"en","type":"article","venue":"International Journal of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institutes of Health; National Taiwan University Hospital; Ministry of Science and Technology, Taiwan","keywords":"Medicine; Atrial fibrillation; Montreal Cognitive Assessment; Internal medicine; Cardiology; Cognition; Prospective cohort study; Confidence interval; Cohort; Ejection fraction; Cohort study; Heart failure; Dementia; Disease; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006276693,0.0001093029,0.0004051324,0.0005920207,0.00003251307,0.00003047961,0.00004558489,0.0001389437,0.00001745445],"category_scores_gemma":[0.0008299447,0.00009156458,0.0002450356,0.0002462252,0.00002537294,0.0002646883,0.00003982241,0.0001320128,0.00001761911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001720081,"about_ca_system_score_gemma":0.00005999854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008416701,"about_ca_topic_score_gemma":0.000001971826,"domain_scores_codex":[0.9984533,0.0001337388,0.0005178949,0.000144441,0.0006112722,0.0001393444],"domain_scores_gemma":[0.998049,0.0005918089,0.0005372049,0.00004632289,0.0007236377,0.00005209167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003447942,1.648943e-7,0.9521064,0.000005465209,0.001628878,0.00001044842,0.00005923296,0.005530118,0.000009518829,0.00003785177,0.0001202636,0.03704375],"study_design_scores_gemma":[0.008228385,0.0005455201,0.9785056,0.00006164198,0.0006729064,0.000009040935,0.00005567795,0.0001940429,0.000004143541,0.0002887698,0.0113504,0.00008394671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941441,0.0001034103,0.0006987432,0.003177981,0.001315897,0.0002856141,0.00001783135,0.00002343709,0.0002329733],"genre_scores_gemma":[0.9772539,0.0001312893,0.00005322727,0.00001491194,0.02213201,1.112653e-7,0.0002269729,0.00001246505,0.0001751358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0369598,"threshold_uncertainty_score":0.3733895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02804655270035362,"score_gpt":0.3124258016723419,"score_spread":0.2843792489719883,"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."}}