{"id":"W4387503947","doi":"10.1016/j.jaac.2023.07.645","title":"2.3 Changes in Depression and Anxiety Among Children and Adolescents Before and During the COVID-19 Pandemic: A Meta-Analysis of Longitudinal Cohort Studies","year":2023,"lang":"en","type":"article","venue":"Journal of the American Academy of Child & Adolescent Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Anxiety; PsycINFO; Mental health; Pandemic; Depression (economics); Psychiatry; Medicine; Cohort study; Meta-analysis; MEDLINE; Longitudinal study; Cohort; Psychology; Clinical psychology; Coronavirus disease 2019 (COVID-19); Political science; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01057055,0.00192463,0.006516572,0.003264253,0.0009391194,0.003485726,0.001363635,0.002173554,0.002444526],"category_scores_gemma":[0.02545253,0.001473591,0.03907523,0.003993027,0.0006363916,0.001277338,0.001608326,0.002272008,0.0002214096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001026442,"about_ca_system_score_gemma":0.001591224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01073464,"about_ca_topic_score_gemma":0.01684413,"domain_scores_codex":[0.9912202,0.003705452,0.002194964,0.001760853,0.0006841867,0.0004344081],"domain_scores_gemma":[0.9852174,0.009730633,0.002484511,0.001363519,0.0009540414,0.0002499502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002610608,0.0000285406,0.09859096,0.02399714,0.8672215,0.00008214947,0.00008340136,0.0003067316,0.0002768848,0.00009045219,0.0005388709,0.006172718],"study_design_scores_gemma":[0.0004927515,0.0002274259,0.0697589,0.00301402,0.9243526,0.000133265,0.00008385031,0.0002455892,0.0001753636,0.0002020948,0.001284583,0.00002951608],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09894969,0.8924823,0.001654076,0.000720615,0.000682655,0.0002558069,0.004409404,0.00007734675,0.0007681159],"genre_scores_gemma":[0.8792694,0.1116525,0.002733003,0.001545658,0.0005924908,0.0006594814,0.002882717,0.00006653137,0.0005983017],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01073464,"threshold_uncertainty_score":0.05590302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05696854548849006,"score_gpt":0.3968913091118988,"score_spread":0.3399227636234087,"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."}}