{"id":"W4390947573","doi":"10.1186/s12974-023-02981-w","title":"Arachidonic acid-derived lipid mediators in multiple sclerosis pathogenesis: fueling or dampening disease progression?","year":2024,"lang":"en","type":"article","venue":"Journal of Neuroinflammation","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Neuroinflammation; Eicosanoid; Pathogenesis; Lipid signaling; Multiple sclerosis; Arachidonic acid; Neurodegeneration; Disease; Polyunsaturated fatty acid; Neuroscience; Biology; Immunology; Medicine; Bioinformatics; Inflammation; Fatty acid; Pathology; Biochemistry","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":[0.0005217209,0.000588875,0.00118902,0.001306889,0.0002597547,0.001283814,0.000552471,0.001213215,0.003290156],"category_scores_gemma":[0.0009202176,0.0001475627,0.000591905,0.001428157,0.000441083,0.00125023,0.0006171242,0.001008834,0.001161742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004744632,"about_ca_system_score_gemma":0.001270346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009308259,"about_ca_topic_score_gemma":0.001052966,"domain_scores_codex":[0.9997289,0.00005870077,0.00005569605,0.00004591413,0.00007531982,0.00003554943],"domain_scores_gemma":[0.9996541,0.0001179031,0.00007986895,0.000009948486,0.0001095529,0.00002869324],"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":[0.0009298209,0.000111033,0.002561341,0.0672509,0.0005557718,0.001293644,0.0004448609,0.0006104213,0.02305918,0.006977882,0.03054055,0.8656647],"study_design_scores_gemma":[0.00008124524,0.0005983234,0.01039942,0.02386219,0.001201998,0.005344361,0.0007502414,0.0004435038,0.009645535,0.008059685,0.9395323,0.00008106383],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0009949724,0.9967486,0.0002462524,0.0008341041,0.0004304629,0.000008611692,0.00008335995,0.00001354123,0.0006402139],"genre_scores_gemma":[0.00542093,0.9923139,0.0003456348,0.0005133651,0.0006653587,0.0000120437,0.0001042577,0.000003304644,0.0006211773],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003290156,"threshold_uncertainty_score":0.01100665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05884410478865328,"score_gpt":0.323418629178576,"score_spread":0.2645745243899227,"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."}}