{"id":"W2763181466","doi":"10.1016/j.cjca.2017.09.024","title":"Mechanisms, Clinical Significance, and Prevention of Cognitive Impairment in Patients With Atrial Fibrillation","year":2017,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Atrial fibrillation; Dementia; Cardiology; Stroke (engine); Internal medicine; Subclinical infection; Cognitive decline; Neurocognitive; Ischemia; Intensive care medicine; Cognition; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000872357,0.0001685184,0.002212934,0.0005054156,0.00003867664,0.00001202047,0.00006948085,0.0002641439,0.00001028676],"category_scores_gemma":[0.0005211949,0.0001225106,0.0006516298,0.0000835677,0.0001326966,0.00006923949,0.00001386375,0.0002276976,0.000001533141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001167698,"about_ca_system_score_gemma":0.001650163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006083216,"about_ca_topic_score_gemma":0.0001704262,"domain_scores_codex":[0.9981634,0.0003455353,0.001019909,0.0001614633,0.0001459993,0.0001636909],"domain_scores_gemma":[0.9976707,0.0002624862,0.001457336,0.0001348165,0.000244121,0.000230579],"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":[0.0003958111,4.28046e-7,0.2178674,0.0008271358,0.0009261132,0.00003280597,0.00001371556,0.00001287336,4.828522e-9,0.00008002183,0.0001010981,0.7797425],"study_design_scores_gemma":[0.004991286,0.002546951,0.3708673,0.007864304,0.003519665,0.00004256176,0.00002083722,8.167606e-7,2.898038e-8,0.0001782539,0.6098093,0.0001587266],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004626743,0.9896471,0.0009285578,0.0001049091,0.001353699,0.002573213,0.00007937077,0.000003245304,0.0006831716],"genre_scores_gemma":[0.05576491,0.941175,0.0002366903,0.000006277171,0.002546086,7.725705e-7,0.0001189042,0.00002594024,0.0001254589],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7795838,"threshold_uncertainty_score":0.4995837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1174184428181347,"score_gpt":0.3996098028504725,"score_spread":0.2821913600323378,"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."}}