{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001581371,0.00005874082,0.0002326486,0.00007512235,0.00002795781,0.000002730973,0.000009637916,0.00003153368,0.000005667831],"category_scores_gemma":[0.000193425,0.00004628242,0.00004006796,0.0003188454,0.00001333985,0.00004554823,0.00002069437,0.00006711766,0.00005158401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001078472,"about_ca_system_score_gemma":0.00001962405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001287772,"about_ca_topic_score_gemma":0.000005374188,"domain_scores_codex":[0.9993771,0.0000486297,0.0001186845,0.0001047211,0.000243214,0.0001075923],"domain_scores_gemma":[0.9994606,0.0001400839,0.00008626569,0.00005785392,0.0002353369,0.00001981251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003142999,0.000008900941,0.9911494,0.00006062227,0.0001608468,0.000004845489,0.000593954,0.0000256437,0.00006053464,0.000001363512,0.003061163,0.004558443],"study_design_scores_gemma":[0.00152076,0.0002868499,0.9822779,0.0001543983,0.0002804012,0.000001016176,0.0001228161,0.0001344121,0.0005534552,9.673838e-7,0.01461216,0.00005482084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963625,0.0005092052,9.080289e-7,0.0003612959,0.0001341911,0.0002121946,0.00001342179,0.00003159235,0.002374711],"genre_scores_gemma":[0.9972731,0.0007166844,0.00001930171,0.00005916643,0.0001854471,0.0000015019,0.00003448956,0.000009761272,0.001700518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01155099,"threshold_uncertainty_score":0.1887342,"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."}}