{"id":"W4320484711","doi":"10.1186/s12889-023-15249-y","title":"Stronger together: Coping behaviours and mental health changes of Canadian adolescents in early phases of the COVID-19 pandemic","year":2023,"lang":"en","type":"article","venue":"BMC Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Brock University","funders":"Institute of Population and Public Health; Health Canada; Institute of Human Development, Child and Youth Health; Hospital for Sick Children; Canadian Institutes of Health Research; Ministère de la Santé et des Services sociaux; Ministère de la Santé; Institute of Nutrition, Metabolism and Diabetes; Sickkids Research Institute","keywords":"Pandemic; Medicine; Coronavirus disease 2019 (COVID-19); Biostatistics; Mental health; Public health; Coping (psychology); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Epidemiology; Psychiatry; Environmental health; Clinical psychology; Virology; Infectious disease (medical specialty); Disease; Nursing; 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":[0.000706821,0.0003677487,0.0003203868,0.0008333689,0.00262745,0.001071595,0.0008298469,0.0005280235,0.002613489],"category_scores_gemma":[0.001992926,0.0002157706,0.0008524469,0.001422109,0.0005327097,0.0003193193,0.0007353706,0.0009890666,0.0001778755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01604732,"about_ca_system_score_gemma":0.02053874,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9828492,"about_ca_topic_score_gemma":0.9907323,"domain_scores_codex":[0.9994842,0.000043284,0.00001924164,0.0000604469,0.0001497958,0.000243167],"domain_scores_gemma":[0.9991577,0.00003650358,0.0002272568,0.00002240682,0.0002662109,0.0002899848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005826176,0.00006096209,0.9891078,0.00003415648,0.00003986953,0.0000648246,0.002874247,0.0000434733,0.0001529817,0.00007823015,0.0008837859,0.00660145],"study_design_scores_gemma":[0.000004261433,0.00002417803,0.995221,0.00003834035,0.0000158339,0.00002785447,0.003606095,0.00007913606,0.00003502136,0.00001319643,0.0009264511,0.000008614392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959406,0.0005334559,0.00004302265,0.0005610072,0.0000208714,0.00003639781,0.00127097,0.000003794088,0.001589924],"genre_scores_gemma":[0.9976115,0.0004949095,0.0001289214,0.0001679576,0.000007303753,0.00002417595,0.0008389273,0.000001956586,0.0007243346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01715082,"threshold_uncertainty_score":0.116432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.218831051867342,"score_gpt":0.4475820007357907,"score_spread":0.2287509488684487,"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."}}