{"id":"W2945822310","doi":"10.1016/j.schres.2019.05.011","title":"Differential gene expression analysis in blood of first episode psychosis patients","year":2019,"lang":"en","type":"article","venue":"Schizophrenia Research","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Medical Research Council; National Institute for Health and Care Research; Academy of Medical Sciences; Guy's and St Thomas' Charity; Government of Alberta; Menzies Centre for Australian Studies, King's College London, University of London; National Alliance for Research on Schizophrenia and Depression; South London and Maudsley NHS Foundation Trust","keywords":"Psychosis; Gene; Genetics; Differential diagnosis; Medicine; Psychology; Psychiatry; Biology; Pathology","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":[0.0001229973,0.0001420228,0.0002804248,0.0005570971,0.0002213923,0.0003342085,0.00009185258,0.000204466,0.001658409],"category_scores_gemma":[0.0003219401,0.00008300812,0.0001404532,0.0005895043,0.0001390687,0.00007120779,0.0001860321,0.0001856724,0.0002430365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001632853,"about_ca_system_score_gemma":0.0001179022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000585391,"about_ca_topic_score_gemma":0.0008402157,"domain_scores_codex":[0.9998542,0.00002290806,0.000008239031,0.00005553907,0.00002735984,0.00003171234],"domain_scores_gemma":[0.9998906,0.0000387037,0.00002993947,0.000007748038,0.00001753048,0.00001550122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004605722,0.000172719,0.4271832,0.000307061,0.0002208076,0.0007555016,0.0005773293,0.0003334515,0.5349733,0.0001508527,0.000605787,0.03011426],"study_design_scores_gemma":[0.00004020398,0.0006136815,0.9722339,0.00001809769,0.0001013703,0.001421041,0.000319234,0.0004570139,0.02321846,0.0002249882,0.001341831,0.00001010774],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975917,0.0004833639,0.0003745718,0.00002628556,0.000006512587,0.000008968789,0.001140838,0.000009210507,0.0003585855],"genre_scores_gemma":[0.9961826,0.0003625567,0.0008091977,0.00005978882,0.000008580846,0.00004081935,0.001978542,0.000005719429,0.0005522431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001658409,"threshold_uncertainty_score":0.005547941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03249173241426295,"score_gpt":0.3128411568116451,"score_spread":0.2803494243973821,"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."}}