{"id":"W2795226973","doi":"","title":"Analysis of microbiota in first episode psychosis identifies preliminary associations with symptom severity and treatment response","year":2018,"lang":"en","type":"article","venue":"STM:n Hallinnonalan avoin julkaisuarkisto (Julkari)","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute","funders":"","keywords":"Psychosis; Gut flora; Medicine; Internal medicine; Lactobacillus; Psychology; Psychiatry; Immunology; Bacteria; Biology","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":[0.000248683,0.0002216494,0.0003513904,0.0006535539,0.000362292,0.0004739706,0.0001106918,0.0002974674,0.002212545],"category_scores_gemma":[0.001097473,0.000136246,0.0002101178,0.0005288487,0.000184521,0.0002116061,0.0005377603,0.0003249919,0.0002153028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002412284,"about_ca_system_score_gemma":0.0001763733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001544012,"about_ca_topic_score_gemma":0.002494687,"domain_scores_codex":[0.9997547,0.00007126155,0.00002327455,0.00004811086,0.00004663901,0.00005606853],"domain_scores_gemma":[0.9996282,0.00006310301,0.0001853627,0.00002072116,0.00003705742,0.00006544713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001462505,0.0001437946,0.9503776,0.000116844,0.0001170459,0.0003601826,0.0004536073,0.00007444496,0.01636903,0.00003606944,0.0001542613,0.03033452],"study_design_scores_gemma":[0.000004838382,0.000197374,0.9984054,0.00001866977,0.00002115508,0.0003277602,0.0002425173,0.00006868374,0.0004762909,0.00004277423,0.0001910185,0.000003526372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998113,0.001109701,0.0001237907,0.0000632988,0.000007425402,0.000009292665,0.0001521665,0.000004690419,0.0004167185],"genre_scores_gemma":[0.9988976,0.0004220409,0.0002030491,0.00002223744,0.000005437459,0.000009073938,0.0001699123,0.000002279777,0.0002683835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002212545,"threshold_uncertainty_score":0.007401705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01135290102380377,"score_gpt":0.2780261071741666,"score_spread":0.2666732061503629,"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."}}