{"id":"W3139471760","doi":"10.1016/j.jpsychires.2021.03.013","title":"Peripheral metabolic state and immune system in first-episode psychosis – A gene expression study with a prospective one-year follow-up","year":2021,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Fonds de Recherche du Québec - Santé; Sigrid Juséliuksen Säätiö; Suomen Kulttuurirahasto; Academy of Finland; Helsingin ja Uudenmaan Sairaanhoitopiiri; Helsingin Yliopisto","keywords":"Immune system; Internal medicine; Endocrinology; Biology; Gene expression; Cholesterol; Gene; Immunology; Medicine; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002300713,0.0003094336,0.0004910551,0.0007172129,0.0007924655,0.000538501,0.0001981791,0.0005230583,0.0008902666],"category_scores_gemma":[0.0004044325,0.0003099648,0.0005172663,0.0006924569,0.0003009378,0.0003262513,0.0003419278,0.0004979674,0.0002407264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003714079,"about_ca_system_score_gemma":0.0002221876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005440209,"about_ca_topic_score_gemma":0.004646162,"domain_scores_codex":[0.9998283,0.00002498615,0.00001087408,0.00005158025,0.00002926089,0.00005492993],"domain_scores_gemma":[0.9997975,0.00002476667,0.00005428121,0.00001892906,0.00003904039,0.00006548595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000783218,0.0002628241,0.9913277,0.00001679947,0.00007126285,0.001629953,0.000321018,0.00005859435,0.003139262,0.00001533246,0.00007511016,0.002298942],"study_design_scores_gemma":[0.000008990161,0.0003023819,0.9987108,0.000003358714,0.00002364886,0.0004653633,0.0001544704,0.00008178592,0.0001389768,0.00001226212,0.00009372966,0.000004480022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996432,0.00008608738,0.00004396678,0.000007731596,0.000002508021,0.000009093155,0.000107822,0.000001240312,0.00009827437],"genre_scores_gemma":[0.9991698,0.00009333103,0.0000736233,0.00001883061,0.00000611674,0.00001730375,0.0003306472,0.000001663204,0.0002887035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005440209,"threshold_uncertainty_score":0.01081705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03702018662055207,"score_gpt":0.3286103727799315,"score_spread":0.2915901861593794,"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."}}