{"id":"W4402376534","doi":"10.1017/s0033291724001491","title":"The course of children's mental health symptoms during and beyond the COVID-19 pandemic","year":2024,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Université Laval; Mount Royal University; Alberta Children's Hospital; Children's Hospital of Eastern Ontario; University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Children's Hospital Foundation; Canada Research Chairs; Alberta Innovates; Alberta Innovates - Health Solutions; Children's Hospital Foundation","keywords":"Mental health; Pandemic; Anxiety; Depression (economics); Medicine; Optimism; Psychiatry; Psychological resilience; Psychology; Clinical psychology; Coronavirus disease 2019 (COVID-19); Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001003173,0.0002803617,0.0002497575,0.0004851211,0.0004847723,0.0008855656,0.0004597961,0.0003694056,0.001336526],"category_scores_gemma":[0.004176389,0.0002426781,0.0006072744,0.0006746922,0.000366102,0.0006907712,0.000968666,0.001359945,0.0001743348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001686443,"about_ca_system_score_gemma":0.001222652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06389026,"about_ca_topic_score_gemma":0.08600229,"domain_scores_codex":[0.9994329,0.0001048543,0.00003122607,0.0001131574,0.00008170818,0.0002361666],"domain_scores_gemma":[0.9981368,0.0003011258,0.0008819788,0.00009300941,0.0002354217,0.0003517319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001113537,0.00002835974,0.9949213,0.0000234611,0.0000290106,0.00007382416,0.000737296,0.000253558,0.0001450768,0.00005759579,0.0003570874,0.003262053],"study_design_scores_gemma":[7.378798e-7,0.00002313782,0.9993098,0.00001073502,0.000004321484,0.00003339902,0.0004178227,0.00005817786,0.00003156804,0.00001110994,0.0000969466,0.000002346071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978327,0.000193334,0.00006185417,0.000144785,0.000008005221,0.00001513402,0.001116953,0.000005161146,0.0006221436],"genre_scores_gemma":[0.9984156,0.0002184295,0.00009089947,0.00002835815,0.000006597811,0.00002395667,0.001047057,0.000002872529,0.0001662713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06389026,"threshold_uncertainty_score":0.1270368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06735751859964532,"score_gpt":0.4694274767322527,"score_spread":0.4020699581326073,"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."}}