{"id":"W3122206799","doi":"10.1016/j.ypmed.2020.106333","title":"A portrait of the early and differential mental health impacts of the COVID-19 pandemic in Canada: Findings from the first wave of a nationally representative cross-sectional survey","year":2021,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":224,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Mental Health Association; Learning Partnership; St. Paul's Hospital; Centre for Advancing Health Outcomes; University of British Columbia","funders":"Canadian Mental Health Association","keywords":"Mental health; Medicine; Pandemic; Public health; Cross-sectional study; Health equity; Coping (psychology); Environmental health; Social determinants of health; Gerontology; Psychiatry; Coronavirus disease 2019 (COVID-19); Nursing; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.001068286,0.0001176657,0.0003294515,0.00003813621,0.000140711,0.000003000492,0.0001963776,0.00004281999,0.0005842983],"category_scores_gemma":[0.0007978766,0.00006383782,0.00006809031,0.0003326745,0.0004587173,0.00002883944,0.0001594822,0.0002339179,1.465623e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007662343,"about_ca_system_score_gemma":0.004006307,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9414124,"about_ca_topic_score_gemma":0.965427,"domain_scores_codex":[0.9975832,0.0007837089,0.0006356454,0.0002745008,0.0005300714,0.0001928719],"domain_scores_gemma":[0.9973824,0.001652185,0.0005019634,0.0002521609,0.0001149982,0.00009631373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003058904,0.0001049037,0.9820905,0.00007208953,0.0001172073,0.000002082613,0.01552395,0.000001284811,0.0004255092,0.000303985,0.0009662756,0.00008630316],"study_design_scores_gemma":[0.002426252,0.0001016051,0.9949397,0.0001382472,0.00001399888,0.00001568587,0.001602195,0.00000590721,0.0001684876,0.0004148823,0.0001275602,0.00004546723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914095,0.0008009352,0.00003247275,0.005106223,0.0005815979,0.0006032474,0.001407316,0.000002059683,0.00005658959],"genre_scores_gemma":[0.9979377,0.00006186881,0.000003367301,0.001615636,0.00004073495,0.00001675662,0.00009435929,0.000007301308,0.0002222813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02401466,"threshold_uncertainty_score":0.7107016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09850265506695931,"score_gpt":0.4199087521315227,"score_spread":0.3214060970645634,"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."}}