{"id":"W4376132277","doi":"10.1177/20552076231173528","title":"Mental distress and virtual mental health resource use amid the COVID-19 pandemic: Findings from a cross-sectional study in Canada","year":2023,"lang":"en","type":"article","venue":"Digital Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Learning Partnership; University of Victoria; Centre for Advancing Health Outcomes; St. Paul's Hospital; University of British Columbia","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research; Social Sciences and Humanities Research Council of Canada; University of British Columbia; Canadian Mental Health Association; Michael Smith Health Research BC","keywords":"Mental health; Distress; Mental distress; Cross-sectional study; Psychiatry; Pandemic; Feeling; Psychological intervention; Medicine; Promotion (chess); Psychology; Clinical psychology; Coronavirus disease 2019 (COVID-19); Disease; Social psychology","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":[0.0007674797,0.0002958739,0.0003372088,0.001071392,0.003687541,0.001631597,0.001012059,0.0005090373,0.00208631],"category_scores_gemma":[0.002438373,0.0004161666,0.000649879,0.002779043,0.0009380679,0.0005117157,0.001294909,0.001031132,0.0002086946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01680999,"about_ca_system_score_gemma":0.02383564,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9892856,"about_ca_topic_score_gemma":0.9938823,"domain_scores_codex":[0.9991224,0.00006863396,0.00007644392,0.00009470421,0.000307521,0.0003302392],"domain_scores_gemma":[0.9977075,0.0001359655,0.0006259653,0.00005784196,0.0008595178,0.0006132261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002071491,0.00003372078,0.9956964,0.00004002934,0.00002335797,0.00004956204,0.001942098,0.00002197868,0.00006092434,0.00002696199,0.0004528294,0.001631293],"study_design_scores_gemma":[0.000002389308,0.00001771107,0.9950219,0.00004533291,0.00001024783,0.00003629318,0.004408766,0.00005237923,0.00002105486,0.000005904331,0.0003720947,0.000005920355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953167,0.0004913658,0.00005515122,0.0003387546,0.00001160949,0.00008474931,0.002231053,0.000004837197,0.001465863],"genre_scores_gemma":[0.9978831,0.000560657,0.0001138521,0.0001956945,0.000006862264,0.00003347823,0.0007504671,0.000002662689,0.0004531011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01680999,"threshold_uncertainty_score":0.1219655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.104454528663224,"score_gpt":0.4290322766798469,"score_spread":0.3245777480166229,"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."}}