{"id":"W4386506162","doi":"10.1002/alz.13439","title":"Association between metabolic syndrome and risk of incident dementia in UK Biobank","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Dementia; Hazard ratio; Medicine; Waist; Metabolic syndrome; Internal medicine; Prospective cohort study; Proportional hazards model; Cohort study; Cohort; Confidence interval; Population; Gerontology; Body mass index; Obesity; Disease; Environmental health","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":[0.003238353,0.0003060968,0.0006693728,0.001757832,0.0005182496,0.001165209,0.0006121682,0.0006125949,0.002667178],"category_scores_gemma":[0.01446028,0.0005145332,0.0005539045,0.003841746,0.0003534895,0.0008101371,0.001174624,0.0005749517,0.0003889448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008904677,"about_ca_system_score_gemma":0.0007053743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03250052,"about_ca_topic_score_gemma":0.02401031,"domain_scores_codex":[0.9976183,0.000999209,0.0004114314,0.0004115239,0.0003895577,0.000169872],"domain_scores_gemma":[0.992308,0.001477545,0.004386503,0.000706411,0.0007527136,0.0003688182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003215048,0.00001887773,0.9961314,0.000112513,0.0001980641,0.0000968414,0.0001379521,0.00004967234,0.00010294,0.00004426254,0.0006593158,0.002126635],"study_design_scores_gemma":[0.00002638424,0.0000307734,0.9991822,0.00007079857,0.00005359463,0.0001286526,0.00004737361,0.00009388164,0.00002009473,0.00004068925,0.0002992688,0.000006258803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872744,0.003286014,0.000333432,0.0003420575,0.00003325886,0.000043046,0.007681516,0.00001546359,0.0009907717],"genre_scores_gemma":[0.991556,0.001443664,0.0004898522,0.0001870004,0.00003207172,0.00009814798,0.005841399,0.000005783283,0.0003460132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03250052,"threshold_uncertainty_score":0.06462264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01833702675945043,"score_gpt":0.2556092294293213,"score_spread":0.2372722026698709,"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."}}