{"id":"W3135309709","doi":"","title":"First Episode Psychosis: The Commensal Gut Microbiota Perspective","year":2020,"lang":"en","type":"article","venue":"University of Toronto Medical Journal","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Antipsychotic; Schizophrenia (object-oriented programming); Medicine; Microbiome; Disease; Type 2 diabetes; Psychosis; Insulin resistance; Diabetes mellitus; Bioinformatics; Obesity; Psychiatry; Internal medicine; Endocrinology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006259113,0.0004292866,0.0007663366,0.000581449,0.0003725617,0.001564087,0.0004462241,0.001567184,0.0037215],"category_scores_gemma":[0.001546029,0.0001094524,0.0004834807,0.0005005011,0.0006438185,0.001152002,0.001087348,0.002221702,0.0007932535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007309048,"about_ca_system_score_gemma":0.001678064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002678205,"about_ca_topic_score_gemma":0.005348794,"domain_scores_codex":[0.999509,0.0002058481,0.00004316037,0.00007436139,0.0001081997,0.00005944323],"domain_scores_gemma":[0.999385,0.0002821122,0.00008224314,0.00001533045,0.0001615107,0.00007376483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005976699,0.0000781822,0.003874768,0.02067493,0.000430443,0.00250445,0.002651663,0.0004528583,0.007968689,0.0315746,0.2718177,0.657374],"study_design_scores_gemma":[0.00001911929,0.0001946198,0.005247048,0.007752988,0.0001379662,0.002363618,0.001220918,0.0001475458,0.0005637754,0.009366251,0.9729455,0.000040668],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003058251,0.932835,0.000789155,0.04977904,0.008742005,0.00001173794,0.0001768276,0.00002500583,0.00458277],"genre_scores_gemma":[0.0238716,0.9474278,0.0007562807,0.01725796,0.006883953,0.0000191423,0.0001016622,0.00001371521,0.003667926],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0037215,"threshold_uncertainty_score":0.01244968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009154354000185596,"score_gpt":0.2380731709958138,"score_spread":0.2289188169956282,"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."}}