{"id":"W4388751240","doi":"10.1016/j.bpsc.2023.10.011","title":"The Toronto Adolescent and Youth Cohort Study: Study Design and Early Data Related to Psychosis Spectrum Symptoms, Functioning, and Suicidality","year":2023,"lang":"en","type":"article","venue":"Biological Psychiatry Cognitive Neuroscience and Neuroimaging","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Guelph; Mental Health Research Canada; Centre for Addiction and Mental Health","funders":"Department of Psychiatry, Faculty of Medicine, University of British Columbia; Canadian Institutes of Health Research; National Institute of Mental Health; Social Sciences and Humanities Research Council of Canada; Margaret and Wallace McCain Centre for Child, Youth and Family Mental Health; Department of Psychiatry, University of Toronto; Peter Gilgan Foundation; Cundill Centre for Child and Youth Depression; Canadian Institute for Military and Veteran Health Research; Hospital for Sick Children; University of Toronto; Canada Research Chairs; Koninklijke Nederlandse Akademie van Wetenschappen; Canarie; Ontario Brain Institute; Arcus Foundation; Fondation Brain Canada; Rainwater Charitable Foundation; Ontario HIV Treatment Network; Azrieli Foundation; Natural Sciences and Engineering Research Council of Canada; Ministère de la Défense Nationale; Centre for Addiction and Mental Health Foundation; Government of Ontario; Krembil Foundation; Canada Foundation for Innovation; Novartis Foundation; CurePSP; Royal Bank of Canada; Centre for Addiction and Mental Health; Wellcome Trust; Heart and Stroke Foundation of Canada; J.W. McConnell Family Foundation; Ontario Research Foundation; National Institutes of Health; Robert Wood Johnson Foundation","keywords":"Psychosis; Psychiatry; Cohort; Psychology; Medicine; Clinical psychology; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001571059,0.0007724547,0.000534819,0.001705989,0.002373187,0.000893876,0.001033502,0.0005958266,0.001848122],"category_scores_gemma":[0.002063846,0.0007272117,0.0007344804,0.003733034,0.0006403188,0.0005989613,0.001338007,0.0008793792,0.0004019635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005730301,"about_ca_system_score_gemma":0.00622926,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5687116,"about_ca_topic_score_gemma":0.6990656,"domain_scores_codex":[0.9988137,0.0003291594,0.0001117315,0.0002295448,0.000264875,0.0002509341],"domain_scores_gemma":[0.9979706,0.0001134089,0.0005386012,0.0002304218,0.0005542132,0.0005927224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003201038,0.0001243901,0.9962479,0.0000441858,0.00007878526,0.0001715766,0.0005345534,0.00005419755,0.0001605722,0.00008210164,0.001055969,0.001125611],"study_design_scores_gemma":[0.00006260024,0.0001889257,0.9981784,0.00002644944,0.00005290259,0.0001109903,0.0005696247,0.00009800206,0.00003775621,0.00001852767,0.0006494396,0.000006417525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.984516,0.0004698143,0.0003671419,0.0001309204,0.00002360482,0.001436867,0.01178853,0.00001347078,0.001253714],"genre_scores_gemma":[0.9834969,0.0006051709,0.001188409,0.0002016369,0.00004880702,0.002746505,0.01025424,0.00001200996,0.001446328],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5687116,"threshold_uncertainty_score":0.8676566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09995277479766308,"score_gpt":0.3640016290658867,"score_spread":0.2640488542682236,"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."}}