{"id":"W4401170307","doi":"10.1111/ijfs.17380","title":"Role of short chain fatty acids on astrocytes and microglia in Alzheimer's disease brain","year":2024,"lang":"en","type":"article","venue":"International Journal of Food Science & Technology","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Western Sydney University; Edith Cowan University","keywords":"Microglia; Disease; Neuroscience; Alzheimer's disease; Astrocyte; Medicine; Biology; Pathology; Central nervous system; Immunology; Inflammation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008137978,0.00008486272,0.000150811,0.001982264,0.00005142717,0.00006662797,0.0007112678,0.00006201642,0.000009826083],"category_scores_gemma":[0.0004532552,0.00007079784,0.0000480654,0.0006905057,0.0007617141,0.0002848767,0.0001159493,0.0004520186,0.000003025887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001631473,"about_ca_system_score_gemma":0.000293128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000783354,"about_ca_topic_score_gemma":0.00002754689,"domain_scores_codex":[0.9985093,0.00002930532,0.0003437525,0.0002008722,0.0006451987,0.0002715747],"domain_scores_gemma":[0.9993504,0.00009779735,0.00007931049,0.0001068589,0.0002294369,0.0001362129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007283948,0.0001962493,0.02864736,0.00001765559,0.00007194432,0.0001499287,0.0004381986,0.00009857663,0.7817803,0.01215677,0.0001312235,0.1755834],"study_design_scores_gemma":[0.0004885946,0.002276219,0.0311803,0.0005522238,0.00001407153,0.0002541045,0.0006276981,0.002253469,0.9459647,0.01492956,0.001345464,0.0001135858],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670086,0.00464464,0.0001665817,0.02746483,0.0004990305,0.000087434,0.00001866792,0.00002115119,0.00008904836],"genre_scores_gemma":[0.9990254,0.0000799242,0.0006420398,0.0001642651,0.00007693949,0.000002623049,6.125632e-7,0.000006379858,0.000001815738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1754698,"threshold_uncertainty_score":0.2887052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01937373228523528,"score_gpt":0.335253985033114,"score_spread":0.3158802527478788,"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."}}