{"id":"W4386523001","doi":"10.1186/s13034-023-00653-4","title":"Associations over the COVID-19 pandemic period and the mental health and substance use of youth not in employment, education or training in Ontario, Canada: a longitudinal, cohort study","year":2023,"lang":"en","type":"article","venue":"Child and Adolescent Psychiatry and Mental Health","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; Hospital for Sick Children; University of British Columbia; Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; Margaret and Wallace McCain Centre for Child, Youth and Family Mental Health","keywords":"Pandemic; Mental health; Coronavirus disease 2019 (COVID-19); Forensic psychiatry; Longitudinal study; Substance use; Medicine; Cohort study; 2019-20 coronavirus outbreak; Cohort; Period (music); Odds; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychiatry; Child and adolescent psychiatry; Virology; Outbreak; Internal medicine; Logistic regression","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":[0.001262606,0.0004573124,0.0005369218,0.001180369,0.004511536,0.001611983,0.001501064,0.0005923756,0.001655718],"category_scores_gemma":[0.001955939,0.0006137324,0.0008367012,0.00331018,0.0008978135,0.000683921,0.001465737,0.001147971,0.0003009932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01929072,"about_ca_system_score_gemma":0.02520423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.987171,"about_ca_topic_score_gemma":0.9940506,"domain_scores_codex":[0.998923,0.00008543588,0.00007627823,0.0002139135,0.0002593837,0.0004418883],"domain_scores_gemma":[0.9974301,0.0000922281,0.000643664,0.0001524742,0.0009820876,0.0006994265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003793233,0.00003395569,0.9975624,0.00001350341,0.00003174747,0.00004305082,0.0009247056,0.00001570594,0.00005973885,0.00002435066,0.0004523658,0.0008005367],"study_design_scores_gemma":[0.000006157489,0.00002576849,0.9978417,0.00002588089,0.00002109418,0.00002874688,0.001554081,0.00006257,0.00001813702,0.00001046851,0.0003999463,0.00000533952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929318,0.0004689872,0.00008828646,0.0002558299,0.00001354641,0.00009207381,0.005347456,0.000006702841,0.0007953516],"genre_scores_gemma":[0.9944199,0.0006667587,0.0002429863,0.0001650644,0.000009494481,0.00009767104,0.003092888,0.00000579789,0.001299456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01929072,"threshold_uncertainty_score":0.1399646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08947280872868014,"score_gpt":0.3633808753715572,"score_spread":0.2739080666428771,"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."}}