{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006897618,0.000414381,0.000454803,0.000376691,0.0004959131,0.00003441256,0.0004431796,0.00008638763,0.0005421244],"category_scores_gemma":[0.00003332089,0.0003147055,0.0003874195,0.0006764371,0.0002063039,0.00004945689,0.0001248311,0.0006282327,0.00007130445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000213241,"about_ca_system_score_gemma":0.001002559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002461779,"about_ca_topic_score_gemma":0.00538171,"domain_scores_codex":[0.9966452,0.0007583839,0.0008136189,0.0006899651,0.0004657443,0.0006271173],"domain_scores_gemma":[0.9980975,0.00002971368,0.0004197302,0.0005581285,0.00007606707,0.0008188394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002110757,0.00106235,0.8715781,0.0001168341,0.0002477152,0.000008534193,0.0008865925,0.000008734548,0.00002488437,0.00517824,0.1176809,0.002996091],"study_design_scores_gemma":[0.001795235,0.0001488579,0.9834422,0.001109538,0.00001941539,0.0001615675,0.0002356816,7.474016e-7,0.000003054836,0.0001621615,0.01262592,0.0002956183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9327657,0.003142909,0.00001297308,0.05363021,0.00193488,0.0006759794,0.0008933606,0.00005325186,0.006890795],"genre_scores_gemma":[0.9708099,0.001024184,0.0000706221,0.02701808,0.0005064392,0.000001970767,0.0003152878,0.0000587359,0.0001947555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1118641,"threshold_uncertainty_score":0.9999305,"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."}}