{"id":"W2968844738","doi":"10.3389/fnagi.2019.00226","title":"Dietary Intake of Riboflavin and Unsaturated Fatty Acid Can Improve the Multi-Domain Cognitive Function in Middle-Aged and Elderly Populations: A 2-Year Prospective Cohort Study","year":2019,"lang":"en","type":"article","venue":"Frontiers in Aging Neuroscience","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Riboflavin; Cognition; Prospective cohort study; Cohort; Gerontology; Medicine; Domain (mathematical analysis); Food science; Function (biology); Physiology; Internal medicine; Psychology; Endocrinology; Biology; Psychiatry; Genetics; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001083128,0.0006516715,0.0006182083,0.0006455831,0.000828061,0.0006873852,0.0004190083,0.0006737101,0.001322366],"category_scores_gemma":[0.00109667,0.0005112581,0.001436462,0.001251145,0.000195118,0.0004965715,0.0004980353,0.0007590526,0.0002628626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003051144,"about_ca_system_score_gemma":0.0004612861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01441767,"about_ca_topic_score_gemma":0.01641161,"domain_scores_codex":[0.9996011,0.00006402572,0.00004801043,0.0001441629,0.00006677237,0.00007604649],"domain_scores_gemma":[0.9994723,0.00003656947,0.0001855206,0.00008295751,0.0001197634,0.0001029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005568007,0.0001212895,0.9969137,0.00002639115,0.000636562,0.00008674254,0.00008600941,0.00002572607,0.0003477764,0.00001408749,0.0001235762,0.001061334],"study_design_scores_gemma":[0.0000303952,0.0002458357,0.9988604,0.00001084405,0.0003139094,0.00009009151,0.00009357418,0.00008649873,0.00004861379,0.00001583279,0.0001993106,0.00000469536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976434,0.001026124,0.0001555021,0.00004475885,0.00002182355,0.00002397897,0.0008129422,0.000004777826,0.0002665962],"genre_scores_gemma":[0.9984138,0.0003128327,0.0001790652,0.00005552543,0.00001800872,0.00002803785,0.000581554,0.00000267542,0.0004084398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01441767,"threshold_uncertainty_score":0.02866751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02413651189498183,"score_gpt":0.2640094766060044,"score_spread":0.2398729647110226,"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."}}