{"id":"W2911834420","doi":"10.1016/j.jacc.2018.10.077","title":"Atrial Fibrillation and Cognitive Function","year":2019,"lang":"en","type":"review","venue":"Journal of the American College of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":198,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"National Institute for Health and Care Research","keywords":"Medicine; Atrial fibrillation; Dementia; Cognitive decline; Warfarin; Stroke (engine); Cardiology; Internal medicine; Observational study; Vascular dementia; Cognition; Disease; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004238893,0.0001736256,0.002870552,0.0002625056,0.00003277743,0.00000348949,0.00008103596,0.0001022254,0.000007348224],"category_scores_gemma":[0.0004685266,0.00009919344,0.001815483,0.000357716,0.0002158071,0.00004212519,0.00008127981,0.0002169916,0.000004484092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004765792,"about_ca_system_score_gemma":0.0002881149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001115266,"about_ca_topic_score_gemma":1.594484e-7,"domain_scores_codex":[0.9983834,0.0004071919,0.0007466029,0.0001229349,0.0002340074,0.0001058832],"domain_scores_gemma":[0.9963426,0.0007680618,0.002465227,0.0001601439,0.0002199687,0.00004402556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001694646,6.637471e-7,0.01552979,0.00275247,0.005927902,0.00002723802,0.000006778718,0.00005592415,0.000002354782,0.0001968026,0.00192857,0.9718769],"study_design_scores_gemma":[0.000883316,0.0009004073,0.006056495,0.001794109,0.01507833,0.0008712846,0.00006660363,0.000003423903,2.459729e-7,0.00004093559,0.974215,0.00008980198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00125909,0.9955195,0.0001608596,0.0003805335,0.001378178,0.000700108,0.00004959165,0.000003993219,0.0005481884],"genre_scores_gemma":[0.007519413,0.9862958,0.00006576339,0.0000292642,0.005444079,1.694643e-7,0.000005869851,0.00001992411,0.0006197742],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9722865,"threshold_uncertainty_score":0.4044991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06923311540834455,"score_gpt":0.3629051569227957,"score_spread":0.2936720415144511,"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."}}