{"id":"W3082813278","doi":"10.3390/biomedicines8090311","title":"Exploring the Role of Gut Microbiota in Major Depressive Disorder and in Treatment Resistance to Antidepressants","year":2020,"lang":"en","type":"article","venue":"Biomedicines","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Ministero dell'Università e della Ricerca; Ministero dell’Istruzione, dell’Università e della Ricerca; Ministero della Salute","keywords":"Major depressive disorder; Dysbiosis; Gut flora; Proteobacteria; Actinobacteria; Metagenomics; Biology; Internal medicine; Medicine; Bacteria; Genetics; Gene; Immunology; 16S ribosomal RNA","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":[0.00004726972,0.00009541625,0.0001515098,0.00004941014,0.00002441119,0.00000405163,0.00009275634,0.00003429299,0.000002190844],"category_scores_gemma":[0.00003188592,0.00006399675,0.00001735293,0.0001660548,0.00006029391,0.000002928716,0.0000632715,0.00003169599,0.000001080585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008191822,"about_ca_system_score_gemma":0.00002705804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002691309,"about_ca_topic_score_gemma":0.001396425,"domain_scores_codex":[0.9993767,0.00002979838,0.000175284,0.0002276916,0.00003771575,0.0001528198],"domain_scores_gemma":[0.9997348,0.00001185879,0.00003890496,0.0001421547,0.0000164706,0.0000558066],"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":[0.0001495945,0.0000313575,0.09292114,0.00003185098,0.000008921103,0.000002876965,0.0006467219,0.000002403571,0.9040521,0.000003691193,0.0001388184,0.002010551],"study_design_scores_gemma":[0.001635568,0.0002444287,0.6799938,0.0001161966,0.00001091743,0.000002878979,0.001025001,0.000006074402,0.2767903,0.000009427249,0.04004414,0.0001213246],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905993,0.006609288,0.00000825301,0.002404359,0.00003554803,0.0002501336,0.000022343,0.000002581599,0.00006821708],"genre_scores_gemma":[0.998187,0.001261831,0.0001113465,0.000272944,0.0000722707,0.00002825255,0.00001477454,0.000008627091,0.00004293609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6272618,"threshold_uncertainty_score":0.2609712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02542090388579706,"score_gpt":0.2636709456562283,"score_spread":0.2382500417704313,"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."}}