{"id":"W4386400696","doi":"10.1016/j.biopsych.2023.08.020","title":"Mood Disorders: The Gut Bacteriome and Beyond","year":2023,"lang":"en","type":"review","venue":"Biological Psychiatry","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Brain and Behaviour Research Institute, University of Wollongong; RMIT University; National Health and Medical Research Council; Natural Sciences and Engineering Research Council of Canada; Takeda Canada; National Medical Research Council; Serp Hills Foundation; Fernwood Foundation; Swisse Wellness; Ontario Brain Institute; Ian Potter Foundation; Canadian Institutes of Health Research; Meat and Livestock Australia; European Space Agency; Australian Academy of Science; Jack Brockhoff Foundation; Epilepsy Foundation; Waterloo Foundation; Deakin University; Australian Rotary Health; Wilson Foundation; University of Melbourne; Geelong Region Medical Research Foundation; American Epilepsy Society","keywords":"Microbiome; Gut microbiome; Gut flora; Biology; Medicine; Bioinformatics; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.000621214,0.0008777213,0.001400338,0.00197248,0.0003678695,0.001628724,0.0008293114,0.001638962,0.004150686],"category_scores_gemma":[0.001069469,0.0002438861,0.0005489622,0.001570664,0.0008019086,0.001931824,0.0010957,0.002714421,0.0024776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008831725,"about_ca_system_score_gemma":0.001273373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001349817,"about_ca_topic_score_gemma":0.002452957,"domain_scores_codex":[0.9997918,0.00005483434,0.00002480342,0.00003319622,0.00006913549,0.0000263002],"domain_scores_gemma":[0.9995732,0.0002137392,0.00004102661,0.00001580348,0.0001046851,0.00005160319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001203652,0.00005513369,0.0002550299,0.01055342,0.000094291,0.0002415916,0.0000802847,0.0002421442,0.001241672,0.007984132,0.05419979,0.924932],"study_design_scores_gemma":[0.00001521135,0.00005886091,0.0008965636,0.004595267,0.00006058751,0.001298608,0.00007664481,0.00007322028,0.0002127399,0.0054911,0.9872035,0.00001774694],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000485909,0.9980702,0.00006827297,0.0007717244,0.0003530859,0.000001361921,0.000009557638,0.000006188389,0.0006711258],"genre_scores_gemma":[0.0005842838,0.997769,0.0001161654,0.0004960261,0.0004462817,0.000002932205,0.00001764536,0.000001614186,0.0005660092],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004150686,"threshold_uncertainty_score":0.01388544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04685516527168172,"score_gpt":0.3433545354570707,"score_spread":0.296499370185389,"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."}}