{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02610216,0.002154918,0.0107119,0.007488236,0.002066525,0.005903299,0.003790413,0.007544841,0.008653201],"category_scores_gemma":[0.08985466,0.001348543,0.005594075,0.00583938,0.003590875,0.01274489,0.00344663,0.005170286,0.001332254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002140418,"about_ca_system_score_gemma":0.009788196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004249025,"about_ca_topic_score_gemma":0.009867292,"domain_scores_codex":[0.9806972,0.007046982,0.004660881,0.001594153,0.005739103,0.0002616092],"domain_scores_gemma":[0.8765233,0.1020381,0.01062663,0.00310158,0.006645693,0.001064872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002075643,0.0002900109,0.007946889,0.392536,0.02966698,0.001264699,0.002064417,0.0004326258,0.002224799,0.01058113,0.06718035,0.4837365],"study_design_scores_gemma":[0.002192074,0.001372161,0.01142388,0.6413572,0.04226207,0.00218056,0.005499337,0.001257331,0.0007872027,0.06970444,0.221673,0.000290945],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002572766,0.9139722,0.001674927,0.0701578,0.007965684,0.0003978017,0.0004225233,0.00006378052,0.002772462],"genre_scores_gemma":[0.0437492,0.8701714,0.007184314,0.0641479,0.01163501,0.0006390912,0.0004767479,0.0001142334,0.001881999],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02610216,"threshold_uncertainty_score":0.1380431,"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."}}