{"id":"W4388751356","doi":"10.1016/j.bpsc.2023.10.013","title":"Neuroimaging and Biosample Collection in the Toronto Adolescent and Youth Cohort Study: Rationale, Methods, and Early Data","year":2023,"lang":"en","type":"article","venue":"Biological Psychiatry Cognitive Neuroscience and Neuroimaging","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Mental Health Research Canada; Sunnybrook Hospital; Western University; Centre for Addiction and Mental Health","funders":"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; University of Toronto; Canada Research Chairs; 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; J.W. McConnell Family Foundation; Krembil Foundation; Canada Foundation for Innovation; Royal Bank of Canada; Centre for Addiction and Mental Health; Wellcome Trust; Canadian Institute for Military and Veteran Health Research; Ontario Research Foundation; Novartis Foundation; Hospital for Sick Children; Heart and Stroke Foundation of Canada; National Institutes of Health; Robert Wood Johnson Foundation","keywords":"Cohort; Neuroimaging; Medicine; Mental health; Psychiatry; Clinical psychology; 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":[0.04594313,0.00189369,0.0009585008,0.00292749,0.006928828,0.002863013,0.004409462,0.001878383,0.005502538],"category_scores_gemma":[0.05638022,0.001892194,0.001607434,0.004509971,0.003371473,0.001307135,0.003926399,0.002379554,0.002095161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01139375,"about_ca_system_score_gemma":0.03301588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3208683,"about_ca_topic_score_gemma":0.4898551,"domain_scores_codex":[0.9700063,0.01709493,0.003267743,0.002565816,0.005562367,0.001502891],"domain_scores_gemma":[0.9585363,0.00502312,0.003505592,0.009430717,0.01949304,0.004011253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01188587,0.002441449,0.6420797,0.00556025,0.001314939,0.003037216,0.02558277,0.005224633,0.006444322,0.02862582,0.1724627,0.09534031],"study_design_scores_gemma":[0.003290366,0.002600151,0.7435523,0.00359545,0.0007887515,0.001068265,0.005802565,0.005159589,0.003904694,0.004636278,0.2252573,0.0003443345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.1622568,0.002803183,0.09319924,0.006156763,0.001115022,0.6227277,0.09287848,0.0006109762,0.01825177],"genre_scores_gemma":[0.1571121,0.001181448,0.1135016,0.002437209,0.0004432737,0.6906148,0.02876086,0.0002013764,0.00574735],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3208683,"threshold_uncertainty_score":0.6380012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1879779493054778,"score_gpt":0.3838228820378424,"score_spread":0.1958449327323646,"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."}}