{"id":"W3132255125","doi":"10.1007/s00787-021-01744-3","title":"Mostly worse, occasionally better: impact of COVID-19 pandemic on the mental health of Canadian children and adolescents","year":2021,"lang":"en","type":"article","venue":"European Child & Adolescent Psychiatry","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":475,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Western University; Queen's University; SickKids Foundation; University of Toronto; Holland Bloorview Kids Rehabilitation Hospital; Hospital for Sick Children","funders":"Canadian Institutes of Health Research; Hospital for Sick Children; University of Toronto; Ontario Ministry of Health and Long-Term Care; Ontario Brain Institute","keywords":"Child and adolescent psychiatry; Coronavirus disease 2019 (COVID-19); Pandemic; Mental health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Psychiatry; Geriatric psychiatry; Medicine; Virology; Outbreak","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":[0.0009712087,0.0003171548,0.0003744205,0.001303636,0.00578734,0.002310339,0.001343632,0.0009711097,0.005404621],"category_scores_gemma":[0.003105525,0.000266228,0.0007682043,0.002700836,0.001226225,0.0008249171,0.002338364,0.002951495,0.0002166143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06292842,"about_ca_system_score_gemma":0.1217622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9971858,"about_ca_topic_score_gemma":0.9986229,"domain_scores_codex":[0.998082,0.00009096596,0.00004727067,0.00008485827,0.0004130735,0.001281787],"domain_scores_gemma":[0.9968492,0.0000881399,0.0004067902,0.00003159867,0.00113298,0.001491282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000183637,0.0001189486,0.9131209,0.0002517171,0.0001309137,0.0008737756,0.01316292,0.0002789804,0.000236183,0.004297719,0.03976602,0.02757845],"study_design_scores_gemma":[0.000009505904,0.00002722938,0.9554499,0.0004144115,0.00004945674,0.0001754514,0.02675645,0.0001041133,0.00005809056,0.0001513116,0.01676395,0.00004014681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9077894,0.007876817,0.00007758101,0.03961194,0.0005573509,0.000116426,0.01487415,0.00001914118,0.02907724],"genre_scores_gemma":[0.9854753,0.005889021,0.0001818869,0.003075249,0.0001054821,0.00004411202,0.002394852,0.00001366144,0.002820429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06292842,"threshold_uncertainty_score":0.4565797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02285983079074306,"score_gpt":0.2858373234436468,"score_spread":0.2629774926529038,"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."}}