{"id":"W4379055252","doi":"10.1016/j.ajcnut.2023.05.032","title":"Higher versus lower nut consumption and changes in cognitive performance over two years in a population at risk of cognitive decline: a cohort study","year":2023,"lang":"en","type":"article","venue":"American Journal of Clinical Nutrition","topic":"Nuts composition and effects","field":"Nursing","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"H2020 European Research Council; H2020 Euratom; Conselleria de Sanitat Universal i Salut Pública; Agencia Estatal de Investigación; Horizon 2020; Horizon 2020 Framework Programme; FP7 Science in Society; Junta de Andalucía; Centro de Investigación Biomédica en Red Diabetes y Enfermedades Metabólicas Asociadas; Almond Board of California; International Nut and Dried Fruit Council; Generalitat Valenciana; Indian National Science Academy; Federación Española de Enfermedades Raras; Centro de Investigación Biomédica en Red-Fisiopatología de la Obesidad y Nutrición; European Regional Development Fund; Ministerio de Ciencia e Innovación; European Commission; Instituto de Salud Carlos III; Universitat de Barcelona; Ministerio de Educación, Cultura y Deporte; California Walnut Commission; Ministerio de Ciencia, Innovación y Universidades; European Research Council; Consejería de Salud y Familias, Junta de Andalucía; University of the East; Institució Catalana de Recerca i Estudis Avançats; Canadian Institutes of Health Research","keywords":"Cognition; Effects of sleep deprivation on cognitive performance; Cognitive decline; Medicine; Overweight; Population; Nut; Demography; Cognitive test; Gerontology; Cohort; Obesity; Environmental health; Dementia; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009316196,0.0005614886,0.0004993915,0.0006156556,0.001021911,0.001051969,0.0004721649,0.0009492193,0.001307863],"category_scores_gemma":[0.001328537,0.0006043591,0.0011174,0.0009625669,0.0002731414,0.0005926512,0.0005281425,0.00127812,0.0003734633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003178395,"about_ca_system_score_gemma":0.0004583804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02028196,"about_ca_topic_score_gemma":0.01996914,"domain_scores_codex":[0.999635,0.00006420485,0.00003346161,0.0001282768,0.00005883026,0.0000801194],"domain_scores_gemma":[0.999305,0.00006502637,0.0002092653,0.0001153662,0.0001145064,0.0001908328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006610649,0.0002188952,0.9974375,0.00001071826,0.0003030171,0.0000779849,0.0001844737,0.00001794452,0.0003950321,0.00001060896,0.00010778,0.0005751461],"study_design_scores_gemma":[0.00003999899,0.0002902493,0.9989843,0.000006004763,0.000140364,0.0001013639,0.0001730136,0.00008226491,0.00003075241,0.00001404117,0.0001319748,0.000005636904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999157,0.0001394468,0.00005196307,0.00002379415,0.000009344806,0.00001439146,0.0004172084,0.000002313021,0.0001846055],"genre_scores_gemma":[0.9987197,0.0001292827,0.0001053497,0.00005826241,0.00001226484,0.00002425588,0.0005528553,0.000003292311,0.0003946659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02028196,"threshold_uncertainty_score":0.04032785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04641585446740936,"score_gpt":0.4171478759418292,"score_spread":0.3707320214744199,"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."}}