{"id":"W2294010273","doi":"10.1089/met.2015.0094","title":"Metabolic Syndrome and Cognitive Performance Among Chinese ≥50 Years: A Cross-Sectional Study with 3988 Participants","year":2016,"lang":"en","type":"article","venue":"Metabolic Syndrome and Related Disorders","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Chinese Medical Association","keywords":"Medicine; Montreal Cognitive Assessment; Dyslipidemia; Metabolic syndrome; Overweight; Cross-sectional study; Cognition; Marital status; Population; Diabetes mellitus; Logistic regression; Obesity; Gerontology; Internal medicine; Physical therapy; Demography; Cognitive impairment; Psychiatry; Environmental health; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006216607,0.0003708058,0.0006842982,0.0004030104,0.0002629631,0.00009126933,0.00009852438,0.0001538834,0.0005668078],"category_scores_gemma":[0.0001230089,0.0002166056,0.00009386404,0.0006332683,0.0007483183,0.0004993503,0.0001248381,0.0003329506,0.0001070942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001289976,"about_ca_system_score_gemma":0.00009219906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001501043,"about_ca_topic_score_gemma":0.00003744091,"domain_scores_codex":[0.9972546,0.0001631818,0.0004547439,0.0007052792,0.0006874235,0.0007347558],"domain_scores_gemma":[0.9989631,0.0001199426,0.000121895,0.0002352005,0.0001451862,0.0004146853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004868006,0.0007397452,0.9873737,0.00004777452,0.001579006,0.0002771231,0.0005654265,5.728305e-7,0.0001051838,0.0000137602,0.0000026185,0.008808336],"study_design_scores_gemma":[0.01107713,0.002076589,0.9831839,0.0001923438,0.0007795423,0.001502494,0.00055144,0.00003163015,0.00002943274,0.00008853664,0.0001566665,0.0003303666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931039,0.004354791,0.00001876906,0.00008614981,0.0001112044,0.001423457,0.00002345748,0.00009330024,0.0007849236],"genre_scores_gemma":[0.9940487,0.002732018,0.00001352187,0.00004739629,0.00001982049,0.0002560082,0.00001598593,0.00005286565,0.002813757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01059033,"threshold_uncertainty_score":0.8832921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116487874648533,"score_gpt":0.2915824988227562,"score_spread":0.2804176200762709,"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."}}