{"id":"W1920246049","doi":"10.1016/j.psyneuen.2015.10.001","title":"Structural & functional consequences of chronic psychosocial stress on the microbiome & host","year":2015,"lang":"en","type":"article","venue":"Psychoneuroendocrinology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":293,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"Office of Naval Research; Canadian Institutes of Health Research; Canada Research Chairs; Canada Foundation for Innovation; McMaster University","keywords":"Microbiome; Biology; Metagenomics; Chronic stress; Social defeat; Phenotype; Immune system; Genetics; Immunology; Psychology; Gene; Neuroscience","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":[0.0000665221,0.0002185678,0.0002165843,0.00007774677,0.0001304041,0.0000153721,0.0003557353,0.00009794314,0.000164119],"category_scores_gemma":[0.00007320555,0.0001653935,0.000109527,0.0001338245,0.000642323,0.000003618538,0.00008157105,0.0002392474,0.0001528139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003250271,"about_ca_system_score_gemma":0.0002329468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006983352,"about_ca_topic_score_gemma":0.0004279604,"domain_scores_codex":[0.9984291,0.0002061827,0.0003097714,0.0004573635,0.0001334107,0.0004642195],"domain_scores_gemma":[0.999002,0.00003602576,0.0001806634,0.0005300401,0.0001445566,0.0001067576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003447865,0.00008913328,0.004151914,0.00001933563,0.00006277458,0.000002929715,0.00006543291,0.00002167322,0.9275174,0.001414744,0.0661303,0.0001795735],"study_design_scores_gemma":[0.003886381,0.002065859,0.06681751,0.00004577356,0.00005378213,0.001091223,0.0001916411,0.000002901377,0.1756395,0.001103067,0.7484099,0.000692456],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889737,0.0007669402,0.00007016538,0.006607772,0.002176142,0.0002557568,0.000156243,0.00001924834,0.0009740726],"genre_scores_gemma":[0.9964392,0.0002100267,0.0001090427,0.001367627,0.0005962728,0.00002073944,0.0001963847,0.00002369365,0.001036987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7518779,"threshold_uncertainty_score":0.674455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05612634835587111,"score_gpt":0.3104452640646057,"score_spread":0.2543189157087345,"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."}}