{"id":"W6922087149","doi":"10.1016/j.ajcnut.2023.05.03","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":"Repositori digital de la UPF (Universitat Pompeu Fabra)","topic":"Nuts composition and effects","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Agencia Estatal de Investigación; FP7 Science in Society; European Regional Development Fund; Centro de Investigación Biomédica en Red-Fisiopatología de la Obesidad y Nutrición; Instituto de Salud Carlos III; Almond Board of California; Junta de Andalucía; Canadian Institutes of Health Research; Centro de Investigación Biomédica en Red Diabetes y Enfermedades Metabólicas Asociadas; Indian National Science Academy; Institució Catalana de Recerca i Estudis Avançats; Universitat de Barcelona; Horizon 2020 Framework Programme; Generalitat Valenciana","keywords":"Cognition; Effects of sleep deprivation on cognitive performance; Nut; Cognitive decline; Consumption (sociology); Population; Neuropsychology; Cohort study","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002364849,0.0001698724,0.0002622487,0.0004189055,0.00009551659,0.00008082396,0.00006925591,0.000105032,0.00001711155],"category_scores_gemma":[0.00007473475,0.0002058807,0.0000486406,0.0005457929,0.00009968661,0.0005828873,0.0001428051,0.0001899509,0.00002651661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003219696,"about_ca_system_score_gemma":0.00001096798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003939607,"about_ca_topic_score_gemma":0.0002334891,"domain_scores_codex":[0.9987074,0.0002083771,0.0001771573,0.0003562036,0.0002907976,0.0002600366],"domain_scores_gemma":[0.9987125,0.000892485,0.0001488661,0.0001060544,0.00006089618,0.00007924111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003876982,0.0002635614,0.9908724,0.0000426715,0.00007154049,0.0002614198,0.00194747,0.00003595389,0.0003568761,0.00001480706,0.00004773774,0.002208516],"study_design_scores_gemma":[0.007694894,0.0007099638,0.9884077,0.0003785903,0.0001243832,0.00000894862,0.001087126,0.001070187,0.0002518173,0.00002486017,0.00002866444,0.0002129045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968122,0.00003961447,0.000003250245,0.00003692418,0.0008905535,0.0006400322,0.00004961062,0.00008342628,0.001444392],"genre_scores_gemma":[0.9995529,0.00003624117,0.000009498105,0.00001900588,0.00006658652,0.00001263866,0.0001165902,0.00002244059,0.0001641042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003817912,"threshold_uncertainty_score":0.8395572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01241714519532328,"score_gpt":0.2893591988744831,"score_spread":0.2769420536791598,"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."}}