{"id":"W4401750557","doi":"10.3390/biomedicines12081931","title":"Could the Early Detection of Atrial Fibrillation Reduce the Risk of Developing Dementia?","year":2024,"lang":"en","type":"review","venue":"Biomedicines","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"Bayer Canada; Heart and Stroke Foundation of Canada","keywords":"Dementia; Atrial fibrillation; Medicine; Stroke (engine); Cognitive decline; Risk factor; Disease; Confounding; Vascular dementia; Intensive care medicine; Cognition; Cardiology; Internal medicine; Psychiatry","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":[0.001317177,0.0007282562,0.002277693,0.001899065,0.0002475315,0.001009051,0.001156745,0.001721167,0.005634493],"category_scores_gemma":[0.00335,0.0002691176,0.001701164,0.001266709,0.0004053552,0.001080836,0.0005373442,0.001795359,0.001130745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006442048,"about_ca_system_score_gemma":0.001528576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001584438,"about_ca_topic_score_gemma":0.003065557,"domain_scores_codex":[0.9995912,0.0001338439,0.00008996142,0.00004649008,0.0001041582,0.00003442982],"domain_scores_gemma":[0.9989741,0.0006928459,0.000123324,0.00001788627,0.0001492001,0.00004256654],"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":[0.0002242797,0.00008085396,0.0002425342,0.0824275,0.0008056694,0.0001180112,0.00006516326,0.0002118977,0.0002530717,0.002716717,0.01990029,0.892954],"study_design_scores_gemma":[0.000346747,0.000454878,0.003669134,0.1206508,0.003023623,0.001982521,0.0001904367,0.0002251876,0.0003977618,0.005673714,0.8633316,0.00005378459],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005239539,0.9992616,0.00002177692,0.0003470998,0.000115854,0.000003109196,0.00001122287,0.000001945702,0.0001850435],"genre_scores_gemma":[0.0005701,0.9989832,0.00005894067,0.0001819364,0.00009127265,0.000005805724,0.00001370914,5.032912e-7,0.00009444426],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005634493,"threshold_uncertainty_score":0.01884925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1140851239739902,"score_gpt":0.3955080733153141,"score_spread":0.2814229493413238,"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."}}