{"id":"W4411497737","doi":"10.1080/13607863.2025.2519620","title":"Regular consumption of fruits, vegetables, and whole grain foods is associated with fewer depressive symptoms in older adults: a cross-sectional analysis of EpiFloripa Aging cohort study, Brazil","year":2025,"lang":"en","type":"article","venue":"Aging & Mental Health","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Economic and Social Research Council; Fundação de Amparo à Pesquisa e Inovação do Estado de Santa Catarina; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Medicine; Poisson regression; Geriatric Depression Scale; Depressive symptoms; Refined grains; Depression (economics); Cohort; Food group; Food frequency questionnaire; Cohort study; Whole grains; Cross-sectional study; Fish <Actinopterygii>; Environmental health; Food science; Population; Biology; Internal medicine; Cognition; Psychiatry","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":[0.0009535558,0.0003545952,0.0005510298,0.0005235968,0.0003217744,0.0005921902,0.0004627299,0.0003698642,0.000776892],"category_scores_gemma":[0.002168714,0.0004971246,0.001340227,0.0008705793,0.0001745169,0.0002601108,0.0004354535,0.0005167974,0.0001445273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003149874,"about_ca_system_score_gemma":0.0003420039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04137391,"about_ca_topic_score_gemma":0.05403726,"domain_scores_codex":[0.9995846,0.00009059752,0.000052275,0.0001564868,0.00005866846,0.00005735293],"domain_scores_gemma":[0.9991295,0.0001039492,0.0003388005,0.0001439962,0.0001517572,0.0001319595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001060832,0.00002861271,0.9980849,0.00003134936,0.0003795263,0.00004233106,0.0001155096,0.00001694702,0.0002900428,0.00001830473,0.00011482,0.0007715503],"study_design_scores_gemma":[0.00001256063,0.00003469225,0.9993889,0.00001058361,0.0001837325,0.00005127499,0.00007214573,0.00009532551,0.00001671925,0.00001710966,0.0001147732,0.0000021587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964752,0.001109696,0.0001814523,0.00009129442,0.00001148798,0.00002452909,0.001702864,0.000005640502,0.0003978001],"genre_scores_gemma":[0.9985999,0.0003251666,0.0001452713,0.00004483819,0.000006957531,0.00001677473,0.0007371778,0.000003449171,0.0001204948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04137391,"threshold_uncertainty_score":0.08226615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009948672950553789,"score_gpt":0.3274087857558259,"score_spread":0.3174601128052721,"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."}}