{"id":"W4387537374","doi":"10.3389/fnut.2023.1218538","title":"The effects of olive oil consumption on cognitive performance: a systematic review","year":2023,"lang":"en","type":"review","venue":"Frontiers in Nutrition","topic":"Edible Oils Quality and Analysis","field":"Chemistry","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Tabriz; Shahid Beheshti University of Medical Sciences; Tabriz University of Medical Sciences","keywords":"Mediterranean diet; Cognition; Medicine; Environmental health; Cognitive decline; Cohort study; Randomized controlled trial; Cohort; Effects of sleep deprivation on cognitive performance; Olive oil; Dementia; Consumption (sociology); Gerontology; Psychiatry; Food science; Internal medicine; Disease; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007807009,0.0003189002,0.002324116,0.0002278041,0.0001099973,0.00002559429,0.0002731943,0.000307482,0.00001157132],"category_scores_gemma":[0.001221282,0.0002236658,0.0005807113,0.0005340966,0.000117029,0.00005974254,0.00003252286,0.0004931372,0.00007911171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000216216,"about_ca_system_score_gemma":0.00005510809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003994267,"about_ca_topic_score_gemma":0.000002407983,"domain_scores_codex":[0.9974869,0.0004563173,0.001114868,0.0003126048,0.0003960147,0.000233252],"domain_scores_gemma":[0.9968709,0.001702727,0.0009351893,0.0003570327,0.00009224794,0.00004189304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000009469263,0.00009610156,0.000002751986,0.9670442,0.0004229762,0.000007490826,0.00002976308,3.134578e-8,2.539454e-7,0.00001417549,0.001703298,0.03066945],"study_design_scores_gemma":[0.0003202126,0.00002996741,1.026108e-8,0.9922767,0.004470963,0.000003922043,0.0001329649,0.00001893607,0.00002361217,0.00004167446,0.002471862,0.0002091727],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002354095,0.9985651,0.00001058183,0.000001883991,0.0003509036,0.0006311854,0.00008072112,0.00004183659,0.000294239],"genre_scores_gemma":[3.871968e-7,0.9965987,0.00001948131,0.00002369111,0.0001085862,0.001874784,0.000444697,0.00003669593,0.0008929727],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03046028,"threshold_uncertainty_score":0.9120828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03265674762306015,"score_gpt":0.3222266458558484,"score_spread":0.2895698982327882,"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."}}