{"id":"W4414673536","doi":"10.4236/fns.2025.1610082","title":"Omega-3 Fatty Acids and Brain Health: One Size Does Not Fit All","year":2025,"lang":"en","type":"article","venue":"Food and Nutrition Sciences","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Docosahexaenoic acid; Clinical efficacy; Cognition; Clinical trial; Disease; Randomized controlled trial; Fatty acid; Effects of sleep deprivation on cognitive performance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009291555,0.00008974248,0.0001774926,0.0001677849,0.0007392169,0.0002007312,0.000127439,0.00005618858,0.0000287175],"category_scores_gemma":[0.0002745326,0.00006598928,0.00002574878,0.0003886816,0.0004867052,0.0002584501,0.00005506968,0.0001467998,0.000002791245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002928487,"about_ca_system_score_gemma":0.00007800879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001174037,"about_ca_topic_score_gemma":0.0003704929,"domain_scores_codex":[0.998632,0.0001277627,0.0001974189,0.0003361721,0.0003045986,0.0004020807],"domain_scores_gemma":[0.9991246,0.0005024882,0.00004684685,0.00009239306,0.00004198403,0.0001916739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005784609,0.003944721,0.04669433,0.01286156,0.0001898441,0.00001456627,0.01098531,0.000003452199,0.2924989,0.05746905,0.187056,0.3824976],"study_design_scores_gemma":[0.01146858,0.0202401,0.2248442,0.002988572,0.00003439325,0.00003614746,0.007334684,0.0009981024,0.3727755,0.09797353,0.2603173,0.0009889931],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6330408,0.003356556,0.00009301215,0.3620399,0.0003066697,0.0003519867,0.00006225064,0.00005307122,0.0006957605],"genre_scores_gemma":[0.985684,0.00115338,0.002505764,0.01041939,0.000096344,0.00002277897,0.000003763613,0.000003262411,0.0001112733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3815086,"threshold_uncertainty_score":0.5685533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07308022892572631,"score_gpt":0.3747976732196105,"score_spread":0.3017174442938843,"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."}}