{"id":"W4392169160","doi":"10.1002/ana.26900","title":"Diet, Pace of Biological Aging, and Risk of Dementia in the Framingham Heart Study","year":2024,"lang":"en","type":"article","venue":"Annals of Neurology","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; Canadian Institute for Advanced Research","keywords":"Framingham Heart Study; Dementia; Pace; Framingham Risk Score; Medicine; Gerontology; Internal medicine; Disease; Geography","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":[0.001657719,0.0003898257,0.0004530184,0.001138143,0.0004541086,0.0006320981,0.0003244863,0.000600107,0.001069609],"category_scores_gemma":[0.002901534,0.0002905473,0.0006938276,0.001083086,0.0001891952,0.0003470897,0.0004195017,0.0007437284,0.0001255734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002486098,"about_ca_system_score_gemma":0.0003151871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01025134,"about_ca_topic_score_gemma":0.00975816,"domain_scores_codex":[0.9995406,0.0001359572,0.00004462529,0.0001239673,0.00008917337,0.00006573814],"domain_scores_gemma":[0.9985946,0.0002266754,0.0006978713,0.0001152585,0.0001290144,0.00023655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001525767,0.00004723451,0.9973128,0.00002286694,0.000255163,0.00004261877,0.00005845396,0.00005389866,0.000075049,0.00003374571,0.0002681643,0.001677229],"study_design_scores_gemma":[0.000007107851,0.00002990839,0.9996285,0.0000111312,0.00007047068,0.00003593487,0.00002011493,0.00006679325,0.000009461732,0.0000289918,0.00008928962,0.000002338049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928912,0.003896131,0.0001954271,0.0003123056,0.00007695374,0.00001982147,0.001333878,0.00001330238,0.001260851],"genre_scores_gemma":[0.9977493,0.0008756539,0.0001998807,0.00007832647,0.00009157301,0.00002018373,0.0006836847,0.00000244793,0.0002988702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01025134,"threshold_uncertainty_score":0.02038336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0438926088632734,"score_gpt":0.3384248548951627,"score_spread":0.2945322460318893,"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."}}