{"id":"W2135560260","doi":"10.1093/qjmed/hct129","title":"Atrial fibrillation as a risk factor for cognitive impairment: a semi-systematic review","year":2013,"lang":"en","type":"review","venue":"QJM","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Atrial fibrillation; Risk factor; Cognition; Medicine; Cognitive decline; Neuropsychology; Prospective cohort study; Montreal Cognitive Assessment; Sinus rhythm; Mini–Mental State Examination; Internal medicine; Psychiatry; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007159212,0.001477398,0.008997653,0.01007714,0.0006268403,0.002459964,0.001531213,0.001497676,0.004526087],"category_scores_gemma":[0.02766825,0.001007102,0.01130933,0.009645447,0.0007308989,0.001745518,0.001341783,0.001023419,0.0003428897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003184278,"about_ca_system_score_gemma":0.009153356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008477327,"about_ca_topic_score_gemma":0.0238265,"domain_scores_codex":[0.9945694,0.001805177,0.002148808,0.0003900039,0.0009111995,0.0001755172],"domain_scores_gemma":[0.9791276,0.01433176,0.004146818,0.0003855429,0.001783598,0.000224641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000244662,0.0000169832,0.001290275,0.9548865,0.02105917,0.0001396517,0.0001160521,0.000117335,0.0001421469,0.0001284142,0.0009222849,0.02093656],"study_design_scores_gemma":[0.0003759458,0.0003112019,0.007611763,0.7550088,0.2210799,0.000848924,0.0002136244,0.0001689628,0.0001907353,0.0003872129,0.01375017,0.00005278426],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001560566,0.9967015,0.0002313834,0.0002160403,0.00009572622,0.0004523827,0.0005157543,0.00001123907,0.0002153729],"genre_scores_gemma":[0.02280735,0.9746504,0.0007625955,0.0003922618,0.00007797938,0.0007982636,0.000358676,0.000006404906,0.0001462059],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01007714,"threshold_uncertainty_score":0.037862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1125415492544939,"score_gpt":0.4126269834509724,"score_spread":0.3000854341964785,"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."}}