{"id":"W4407295656","doi":"10.1111/pcn.13793","title":"Epigenetic age acceleration is related to cognitive decline in the elderly: Results of the Austrian Stroke Prevention Study","year":2025,"lang":"en","type":"article","venue":"Psychiatry and Clinical Neurosciences","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Canadian Institutes of Health Research; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Oesterreichische Nationalbank; Bundesministerium für Bildung und Forschung; Agence Nationale de la Recherche","keywords":"Cognitive decline; Cognition; Psychology; Population; Cohort; Neuroimaging; Cognitive aging; Gerontology; Dementia; Medicine; Psychiatry; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00189774,0.0003835644,0.0005905173,0.0007647509,0.0002991545,0.000586466,0.0002408306,0.0003709755,0.0006818999],"category_scores_gemma":[0.003407676,0.0002134589,0.0006837294,0.0007676065,0.0001717306,0.0003001181,0.000702497,0.0003932201,0.0001912408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003552809,"about_ca_system_score_gemma":0.0002225755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00703616,"about_ca_topic_score_gemma":0.005880686,"domain_scores_codex":[0.9994357,0.0001916826,0.00007027771,0.0001391776,0.00008974171,0.00007333648],"domain_scores_gemma":[0.9990525,0.0002012865,0.0003475306,0.0001343206,0.0001495098,0.0001149803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009316183,0.00008118097,0.9930219,0.00001995139,0.0002858475,0.00004001051,0.00009031844,0.0001491712,0.0001330481,0.00001782048,0.0001299784,0.005099057],"study_design_scores_gemma":[0.00002236278,0.00009121668,0.9994147,0.00000525776,0.00008956352,0.00002953858,0.00003202953,0.0001585292,0.0000261587,0.00002233799,0.0001062037,0.000002195275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986342,0.0005209097,0.0001314949,0.00003093154,0.00000741643,0.00001039375,0.0003992744,0.000003000163,0.0002623676],"genre_scores_gemma":[0.9986967,0.0002349034,0.0001503947,0.00002345433,0.0000110147,0.00001139594,0.0006280029,0.0000029217,0.0002411466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00703616,"threshold_uncertainty_score":0.0139904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03669643810306339,"score_gpt":0.3968742698591617,"score_spread":0.3601778317560983,"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."}}