{"id":"W3033245583","doi":"10.1007/s12603-020-1402-8","title":"Nutrition, Immigration and Health Determinants are Linked to Verbal Fluency among Anglophone Adults in the Canadian Longitudinal Study on Aging (CLSA)","year":2020,"lang":"en","type":"article","venue":"The journal of nutrition health & aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University; University of Victoria; University of Ottawa; Public Health Ontario; Kwantlen Polytechnic University; Institute for Work & Health; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Immigration; Verbal fluency test; Fluency; Medicine; Disadvantaged; Dementia; Socioeconomic status; Longitudinal study; Gerontology; Demography; Psychology; Cognition; Developmental psychology; Population; Psychiatry; Environmental health; Disease; Neuropsychology; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0007843098,0.0003825456,0.0003276255,0.001300398,0.002098602,0.001532776,0.001158333,0.0009534981,0.00289525],"category_scores_gemma":[0.002477188,0.000351127,0.0007258142,0.002437449,0.0006457526,0.0006973217,0.0008960497,0.001196708,0.0002956407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004654821,"about_ca_system_score_gemma":0.006860736,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9608061,"about_ca_topic_score_gemma":0.9757476,"domain_scores_codex":[0.9993057,0.00007088753,0.00005550262,0.0001085464,0.0001191462,0.0003402125],"domain_scores_gemma":[0.9982539,0.0001806377,0.0003961336,0.00009055927,0.0006482824,0.0004304413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005494369,0.00004614129,0.9975755,0.000008306561,0.00005647379,0.00003986628,0.000493523,0.0000255895,0.00006577912,0.00004411146,0.0003690091,0.001220818],"study_design_scores_gemma":[0.000001819913,0.00000898438,0.9986913,0.00001247886,0.00001827994,0.00002190697,0.0009848285,0.00005785015,0.000009849717,0.00001798468,0.0001690911,0.000005712219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967307,0.0005305174,0.00003046145,0.0002096089,0.00002135325,0.000009445007,0.00114112,0.000004071539,0.001322737],"genre_scores_gemma":[0.9977036,0.0002949612,0.00007570695,0.0001299066,0.00001262633,0.00000927133,0.0007409853,0.000003771197,0.001029113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03919387,"threshold_uncertainty_score":0.07884932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0821992392131578,"score_gpt":0.3943465231276252,"score_spread":0.3121472839144674,"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."}}