{"id":"W4414422796","doi":"10.1016/j.plipres.2025.101356","title":"Omega-3 polyunsaturated fatty acids in neurodegenerative disorders: Mixed designs = mixed results","year":2025,"lang":"en","type":"article","venue":"Progress in Lipid Research","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Eicosapentaenoic acid; Polyunsaturated fatty acid; Docosahexaenoic acid; Clinical trial; Placebo; Fish oil; Neuroinflammation; Dementia","routes":{"ca_aff":true,"ca_fund":false,"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":[0.1338655,0.001731428,0.006076505,0.002770859,0.001106659,0.004461235,0.002962185,0.003204953,0.004122907],"category_scores_gemma":[0.1971494,0.001075357,0.01515666,0.004159526,0.001526448,0.002307732,0.002311287,0.001590016,0.0005529784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002236809,"about_ca_system_score_gemma":0.003049362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002554917,"about_ca_topic_score_gemma":0.003131351,"domain_scores_codex":[0.7875753,0.1616457,0.02989655,0.01071431,0.008970243,0.001197836],"domain_scores_gemma":[0.8492824,0.1130701,0.01871219,0.01353038,0.004738364,0.0006665648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"systematic_review","study_design_scores_codex":[0.01522834,0.0005869827,0.07249723,0.2434583,0.3335702,0.0008863237,0.001992321,0.002387305,0.001316841,0.02811606,0.007983428,0.2919767],"study_design_scores_gemma":[0.01460199,0.01324169,0.1194073,0.1223607,0.5248479,0.002572197,0.002357644,0.008441026,0.007207461,0.09918538,0.0851403,0.0006365754],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05129085,0.7882192,0.1272456,0.005065756,0.004456065,0.01229574,0.004697944,0.0003970286,0.006331835],"genre_scores_gemma":[0.606817,0.1625226,0.1627663,0.01015265,0.002039084,0.04837581,0.004577463,0.0002467477,0.002502299],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1338655,"threshold_uncertainty_score":0.707957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0845704550996361,"score_gpt":0.4151166224273141,"score_spread":0.3305461673276781,"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."}}