{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009923395,0.0001514733,0.0002042517,0.00007192897,0.00008887883,0.00003013713,0.0001329673,0.00005477069,0.0004215132],"category_scores_gemma":[0.00002659784,0.0001224334,0.00003895769,0.0002128976,0.0002605965,0.000299752,0.0002658641,0.0001654092,0.00002914589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008737582,"about_ca_system_score_gemma":0.00001088376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001934747,"about_ca_topic_score_gemma":0.0008890335,"domain_scores_codex":[0.9983816,0.0002337682,0.0004552613,0.0003917907,0.0002996943,0.0002378596],"domain_scores_gemma":[0.9994215,0.0001055286,0.0001582327,0.0002445778,0.000004116851,0.00006605512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008013272,0.00005679657,0.8836943,0.00001390699,0.001748285,0.00002689928,0.001985806,0.00005954043,0.01192525,0.0003029811,0.00002089862,0.1001573],"study_design_scores_gemma":[0.0002069998,0.00006286546,0.9788936,0.00002878381,0.003382782,0.00001434223,0.000317239,0.0006406946,0.0126004,0.001185973,0.002544928,0.0001214104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8832158,0.1156818,0.0001020517,0.00008655823,0.00005106904,0.0003816796,0.00001324132,0.0000107746,0.0004570258],"genre_scores_gemma":[0.9958804,0.003472448,0.0005261945,0.00004845477,0.000009760731,0.00003651287,0.000006220623,0.00001689856,0.000003076377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1126646,"threshold_uncertainty_score":0.499269,"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."}}