{"id":"W4318827518","doi":"10.3390/ijerph20032551","title":"A Qualitative Approach to Understanding Canadian Healthcare Workers’ Use of Coping Strategies during the COVID-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Lawson Health Research Institute; Western University; Veterans Affairs Canada; Royal Ottawa Mental Health Centre; University of Ottawa; Trent University; Homewood Research Institute; University of Toronto; McMaster University","funders":"Canadian Institutes of Health Research; Public Health Agency of Canada; Homewood Research Institute; Atlas Institute for Veterans and Families","keywords":"Coping (psychology); Pandemic; Mental health; Health care; Thematic analysis; Qualitative research; Anxiety; Medicine; Psychology; Coronavirus disease 2019 (COVID-19); Clinical psychology; Nursing; Psychiatry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01433512,0.0009093315,0.0006794863,0.003498152,0.02331631,0.00580587,0.00303273,0.001846884,0.003726815],"category_scores_gemma":[0.01031847,0.0005798129,0.0006047065,0.004492236,0.01352661,0.00224178,0.005264604,0.002913757,0.0002682845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06259962,"about_ca_system_score_gemma":0.07416537,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.779004,"about_ca_topic_score_gemma":0.8633491,"domain_scores_codex":[0.9911423,0.005016604,0.0002337249,0.0004746243,0.001009951,0.002122787],"domain_scores_gemma":[0.9889094,0.007395246,0.0004869162,0.0002779051,0.001873654,0.001056915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001956168,0.00001830379,0.001088997,0.0001291143,0.000001899291,0.0004190046,0.990337,0.00006956443,0.000483387,0.002275974,0.0009363578,0.004220773],"study_design_scores_gemma":[0.000005738497,0.00001511286,0.001313991,0.0002661672,0.000003635917,0.0000793664,0.9829911,0.0001110275,0.0001844432,0.0005714043,0.014444,0.00001404434],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9048989,0.003093656,0.01658625,0.01685681,0.0004595876,0.004803666,0.00204209,0.0001008001,0.05115819],"genre_scores_gemma":[0.9665472,0.002367241,0.01179603,0.002956627,0.00005471526,0.003281072,0.00038013,0.00004808211,0.01256897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.220996,"threshold_uncertainty_score":0.4541942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6468883076692372,"score_gpt":0.574290871165892,"score_spread":0.07259743650334527,"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."}}