{"id":"W4377984168","doi":"10.1093/europace/euad122.051","title":"Association of cardiac rhythm with cognitive performance in atrial fibrillation patients","year":2023,"lang":"en","type":"article","venue":"EP Europace","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Schweizerische Herzstiftung; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Medicine; Atrial fibrillation; Internal medicine; Cardiology; Sinus rhythm; Montreal Cognitive Assessment; Cognitive decline; Heart failure; Effects of sleep deprivation on cognitive performance; Cognition; Prospective cohort study; Cohort; Dementia; Psychiatry; Disease","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005284242,0.0002328633,0.0003066995,0.0007582403,0.0002637141,0.0006124264,0.000264187,0.0004349275,0.001814016],"category_scores_gemma":[0.002831345,0.0001088682,0.0003859063,0.000857606,0.0001372748,0.0002394237,0.0002611751,0.0005376119,0.000192398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001718914,"about_ca_system_score_gemma":0.0002162612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0028295,"about_ca_topic_score_gemma":0.002201408,"domain_scores_codex":[0.9996412,0.00007488808,0.00006113836,0.00008187,0.00006469585,0.00007616792],"domain_scores_gemma":[0.9981551,0.0003442365,0.0008428742,0.0001098538,0.0001918415,0.0003560981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002640007,0.00003407837,0.998051,0.00001136283,0.00006388183,0.00005829846,0.00001782053,0.00003156086,0.00008731578,0.000009956147,0.0001292281,0.001241382],"study_design_scores_gemma":[0.00001028876,0.00009246088,0.9995339,0.000004007632,0.00002701415,0.0001170495,0.00001713268,0.0001178326,0.00001566145,0.00001807076,0.00004429486,0.000002214631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982682,0.0004912092,0.00004142979,0.00007169351,0.00001555803,0.000005136201,0.0004302013,0.000003737788,0.0006727535],"genre_scores_gemma":[0.9994924,0.00008180115,0.00002007849,0.00001863475,0.00002238735,0.000003469569,0.0002657913,0.000001071408,0.00009437011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0028295,"threshold_uncertainty_score":0.006068468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01644967187618369,"score_gpt":0.2469260954218651,"score_spread":0.2304764235456814,"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."}}