{"id":"W4406197026","doi":"10.1002/alz.094616","title":"Metabolic syndrome and risk of incident dementia in EPIC‐Norfolk: the role of age and exposure duration","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Dementia; EPIC; Duration (music); Medicine; Metabolic syndrome; Pediatrics; Demography; Gerontology; Internal medicine; Obesity; Disease; Art; Literature","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":[0.001101491,0.0002899449,0.0004483008,0.0006868889,0.000333234,0.0008174977,0.0006580364,0.0004035331,0.001034629],"category_scores_gemma":[0.002212347,0.0002409742,0.0004968217,0.0008495245,0.0001629328,0.0003260172,0.0004727627,0.0003974804,0.0001403212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008548847,"about_ca_system_score_gemma":0.0004925322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08367024,"about_ca_topic_score_gemma":0.08436879,"domain_scores_codex":[0.9995462,0.0001473848,0.00005711243,0.0001172872,0.00004519603,0.00008682359],"domain_scores_gemma":[0.9987669,0.0002137557,0.000392669,0.0001709119,0.000200559,0.0002552358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002573817,0.00002283728,0.9983348,0.00001164013,0.00007790401,0.00005253689,0.00003265803,0.00003465354,0.00006130229,0.00001474411,0.00009778316,0.001001827],"study_design_scores_gemma":[0.000009750647,0.00003693385,0.9994392,0.00001361549,0.00004091114,0.00007106704,0.00006638691,0.0001149399,0.00002103988,0.00001862955,0.000164872,0.000002614576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948218,0.00151535,0.0001600776,0.00009090162,0.00003291171,0.00001155485,0.002676005,0.000003454212,0.0006878308],"genre_scores_gemma":[0.9979504,0.0003601897,0.0001214177,0.00005181091,0.00001010571,0.00001111916,0.001113626,0.000001739075,0.000379669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08367024,"threshold_uncertainty_score":0.1663665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01022342207118185,"score_gpt":0.2337640538336857,"score_spread":0.2235406317625039,"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."}}