{"id":"W4210409146","doi":"10.1161/circulationaha.121.055018","title":"Atrial Fibrillation and Dementia: A Report From the AF-SCREEN International Collaboration","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":200,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Population Health Research Institute; Montreal Heart Institute","funders":"Institut de Cardiologie de Montréal; British Heart Foundation","keywords":"Dementia; Atrial fibrillation; Cognition; Stroke (engine); Cognitive decline; Cognitive impairment; Randomized controlled trial; Risk factor; Clinical trial","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.008015409,0.0008077887,0.001202739,0.005918964,0.000749289,0.002311533,0.0005236758,0.002249628,0.0008259222],"category_scores_gemma":[0.01317098,0.0005164989,0.001885059,0.00893182,0.0004111385,0.0009356274,0.002085848,0.002085494,0.0003282737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001433234,"about_ca_system_score_gemma":0.006370086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03074643,"about_ca_topic_score_gemma":0.02506216,"domain_scores_codex":[0.9926854,0.001105368,0.001712182,0.0005448466,0.003402313,0.000549799],"domain_scores_gemma":[0.9830124,0.003966788,0.005131932,0.0006753979,0.005245315,0.001968206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001120382,0.0002147559,0.3493345,0.006127927,0.002472367,0.001629991,0.001426445,0.000364002,0.0006161247,0.001263333,0.4264374,0.2089927],"study_design_scores_gemma":[0.0003629095,0.0002117198,0.6425277,0.01147853,0.003204271,0.002812373,0.001361111,0.0003464027,0.0005106076,0.0006226083,0.3363654,0.0001964185],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08621524,0.6805226,0.002260782,0.1275678,0.01483301,0.0008179329,0.05888284,0.0003094789,0.0285903],"genre_scores_gemma":[0.3072711,0.5739407,0.003954974,0.04700232,0.01293666,0.001444466,0.04770074,0.0001622692,0.005586734],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03074643,"threshold_uncertainty_score":0.06113493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04078018809260924,"score_gpt":0.3143882962628426,"score_spread":0.2736081081702333,"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."}}