{"id":"W4411610514","doi":"10.20452/pamw.17042","title":"Silent atrial fibrillation and cognitive dysfunction: not so silent after all","year":2025,"lang":"en","type":"article","venue":"Polskie Archiwum Medycyny Wewnętrznej","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Atrial fibrillation; Cognition; Cardiology; Medicine; Internal medicine; Fibrillation; Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001019904,0.0004642161,0.001318805,0.001006569,0.0009198196,0.002452991,0.0007191741,0.002067984,0.00263821],"category_scores_gemma":[0.007053529,0.0002541218,0.0007345501,0.001175351,0.0008137185,0.003102931,0.0009002128,0.004719784,0.000550631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003244328,"about_ca_system_score_gemma":0.001344267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002441348,"about_ca_topic_score_gemma":0.003368905,"domain_scores_codex":[0.9991541,0.0001641517,0.0001627172,0.0001524013,0.0002117057,0.000154972],"domain_scores_gemma":[0.9962426,0.001101876,0.001090589,0.0001715136,0.0003365815,0.001056847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001633696,0.0007855407,0.7758694,0.001560543,0.001776757,0.0106749,0.002288273,0.0001343582,0.001097474,0.007957761,0.02263689,0.1735844],"study_design_scores_gemma":[0.0002057307,0.0005846419,0.9232463,0.002109629,0.001749995,0.0178459,0.004281392,0.0003642001,0.0003092453,0.03202013,0.01712502,0.0001577691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5111828,0.2763426,0.00189539,0.1554781,0.01070832,0.00005576437,0.001771788,0.00006762222,0.04249747],"genre_scores_gemma":[0.9282637,0.04606679,0.000550703,0.0109885,0.01152189,0.00002921878,0.0008655702,0.00001947658,0.001694052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00263821,"threshold_uncertainty_score":0.008825719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0365766354959857,"score_gpt":0.3322926911820475,"score_spread":0.2957160556860617,"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."}}