{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003125365,0.0002399283,0.0003902709,0.000560419,0.0002085991,0.0003969451,0.0001159684,0.0003046444,0.0007015066],"category_scores_gemma":[0.001148216,0.0001582406,0.0003015297,0.0004111596,0.0001343066,0.0001714468,0.0003538609,0.0002470491,0.0001408183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001618535,"about_ca_system_score_gemma":0.0001898175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001805936,"about_ca_topic_score_gemma":0.002994728,"domain_scores_codex":[0.9997408,0.0001038761,0.00002359448,0.0000532772,0.00003558113,0.0000427814],"domain_scores_gemma":[0.999729,0.00005313014,0.0001269433,0.00001794965,0.00003420827,0.00003885627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001289623,0.0001200471,0.9365638,0.0001521521,0.0003056388,0.0002511717,0.0002793093,0.0003443825,0.02508594,0.00006880688,0.0002416092,0.03529751],"study_design_scores_gemma":[0.00001080386,0.000190974,0.9973457,0.0000290554,0.00007428668,0.0002621351,0.0002124181,0.001038503,0.0004924135,0.0000641209,0.0002753121,0.000004225707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979522,0.001317653,0.0002958377,0.00007484337,0.000005244346,0.000009584885,0.0001234602,0.000003984535,0.0002172847],"genre_scores_gemma":[0.998504,0.0005566499,0.0005903451,0.00005056008,0.000008961083,0.000008868204,0.0001698603,0.000002132678,0.0001085773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001805936,"threshold_uncertainty_score":0.003590882,"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."}}