{"id":"W4206624251","doi":"10.1002/glia.24139","title":"Gut microbes shape microglia and cognitive function during malnutrition","year":2022,"lang":"en","type":"article","venue":"Glia","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Metabolomics Innovation Centre; University of Victoria; Vancouver Coastal Health; Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"Departament de Salut, Generalitat de Catalunya; Canadian Institutes of Health Research; Universitat de Lleida; Generalitat de Catalunya; Natural Sciences and Engineering Research Council of Canada; Bill and Melinda Gates Foundation; Fondation Leducq; Canadian Institute for Advanced Research","keywords":"Microglia; Biology; Gut flora; Gut–brain axis; Inflammation; Neuroplasticity; Immunology; Neuroscience; Malnutrition; Pathology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00008497831,0.00008897898,0.00007471573,0.00003776504,0.0003512595,0.00001611278,0.00004758174,0.0000522041,0.0001845997],"category_scores_gemma":[0.000008591197,0.0001027302,0.00003490874,0.00005086359,0.00003613972,0.000002666021,0.0001372972,0.0001181326,0.0000122385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001342137,"about_ca_system_score_gemma":0.00002606542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001646302,"about_ca_topic_score_gemma":0.00001380171,"domain_scores_codex":[0.9993572,0.00005848919,0.0001029411,0.0002577533,0.00004663556,0.0001770465],"domain_scores_gemma":[0.9997905,0.000003879451,0.0000414397,0.00008542046,0.00003373323,0.00004495919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002104394,0.00004414728,0.002814014,0.00003799517,0.00002435063,0.000003405865,0.00004342446,6.615014e-7,0.9937488,0.00001393355,0.002134722,0.0009241221],"study_design_scores_gemma":[0.004409229,0.00137207,0.4790402,0.0000514895,0.000159291,0.0004676174,0.001580255,0.00002246252,0.4223197,0.0002258232,0.08968328,0.0006685972],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966511,0.002504465,0.00003499922,0.0001526296,0.000159583,0.0001564751,0.0001162253,0.00001284022,0.0002117323],"genre_scores_gemma":[0.9979168,0.0001349349,0.00008894693,0.0004779687,0.000132362,0.00002855802,0.0003337371,0.00001362206,0.0008730312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5714291,"threshold_uncertainty_score":0.4189214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006181730885794645,"score_gpt":0.2224013234324051,"score_spread":0.2162195925466104,"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."}}