{"id":"W4392130254","doi":"10.1016/j.bbih.2024.100742","title":"Neurofilament light-chain (NfL) and 18 kDa translocator protein in early psychosis and its putative high-risk","year":2024,"lang":"en","type":"article","venue":"Brain Behavior & Immunity - Health","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McGill University; Douglas College; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; National Institutes of Health; Centre for Addiction and Mental Health Foundation; McGill University; Boehringer Ingelheim; Canada First Research Excellence Fund; Canada Research Chairs; Sächsische Aufbaubank; Institute of Clinical and Translational Sciences","keywords":"Translocator protein; Biomarker; Cohort; Psychosis; Medicine; Internal medicine; Schizophrenia (object-oriented programming); Prodrome; Oncology; Psychology; Neuroinflammation; Pathology; Psychiatry; Biology; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001006416,0.0004821203,0.000614838,0.0005787751,0.0003578517,0.0001480301,0.0002979821,0.0002260613,0.0002485896],"category_scores_gemma":[0.00006635551,0.000500699,0.00009491583,0.0007664502,0.0001879351,0.0002394616,0.00008996997,0.001384209,0.0000816157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002127062,"about_ca_system_score_gemma":0.0001805432,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01700315,"about_ca_topic_score_gemma":0.001521732,"domain_scores_codex":[0.9953658,0.001813341,0.0007263267,0.0009268381,0.0003023027,0.0008653913],"domain_scores_gemma":[0.9985263,0.0003291183,0.0002110017,0.0005354582,0.00004714514,0.0003510107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00169481,0.006687575,0.1486708,0.002004713,0.0005794222,0.001152378,0.2602481,0.000008508115,0.01996775,0.07100736,0.004341191,0.4836374],"study_design_scores_gemma":[0.002980492,0.00210699,0.9864021,0.0003523091,0.00007075883,0.00004427497,0.004252919,0.00004394794,0.0005067666,0.001442949,0.001181486,0.0006150348],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745297,0.008135365,0.00006427372,0.01288425,0.0005923008,0.003099193,0.0002136354,0.0002124824,0.0002687952],"genre_scores_gemma":[0.9972984,0.0002935573,0.000237175,0.0007361228,0.00004956092,0.0007971744,0.00004066348,0.0001123271,0.0004349864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8377312,"threshold_uncertainty_score":0.9997445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02234197976861525,"score_gpt":0.337934050286315,"score_spread":0.3155920705176998,"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."}}