{"id":"W2554789790","doi":"10.1038/tp.2016.222","title":"Serum metabolite profile associates with the development of metabolic co-morbidities in first-episode psychosis","year":2016,"lang":"en","type":"article","venue":"Translational Psychiatry","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"European Commission","keywords":"Antipsychotic; Metabolite; Metabolic syndrome; Psychosis; Schizophrenia (object-oriented programming); Internal medicine; Medicine; Type 2 diabetes; Prospective cohort study; Insulin resistance; Diabetes mellitus; Endocrinology; Obesity; Psychiatry","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":[0.0002396354,0.0003292217,0.0003822792,0.0007915704,0.0003623434,0.0005489471,0.0001116022,0.0003455085,0.001041378],"category_scores_gemma":[0.00103355,0.0002473878,0.0002770778,0.0007723354,0.0001862998,0.0002168813,0.0003845508,0.0003831254,0.0001237179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002221669,"about_ca_system_score_gemma":0.0001885922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001678732,"about_ca_topic_score_gemma":0.002894672,"domain_scores_codex":[0.9998442,0.00004187995,0.00002637701,0.0000319648,0.00002866631,0.00002687368],"domain_scores_gemma":[0.9994649,0.00007983046,0.0003028811,0.00003095618,0.00003914184,0.00008218856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007124941,0.00007615233,0.9889635,0.00001809335,0.00008100331,0.0003848883,0.0001128937,0.00008168216,0.006589267,0.00001766029,0.00003168794,0.0029306],"study_design_scores_gemma":[0.000003758627,0.0001352277,0.9986859,0.000003184461,0.00002268178,0.0004841281,0.00008376368,0.0001268922,0.0003994086,0.00002226861,0.00002975694,0.000002988325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995378,0.0001600625,0.00007738418,0.00001648967,0.000002075844,0.000004810893,0.00005989907,0.000004105372,0.0001373754],"genre_scores_gemma":[0.9996693,0.00007226233,0.0001102213,0.000009151987,0.000001646341,0.000002485038,0.00006903373,9.858325e-7,0.00006500463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001678732,"threshold_uncertainty_score":0.003483772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01117362727287251,"score_gpt":0.2536816740384657,"score_spread":0.2425080467655932,"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."}}