{"id":"W4206162832","doi":"10.1177/0706743720961729","title":"The Association between the Perceived Adequacy of Workplace Infection Control Procedures and Personal Protective Equipment with Mental Health Symptoms: A Cross-sectional Survey of Canadian Health-care Workers during the COVID-19 Pandemic: L’association entre le caractère adéquat perçu des procédures de contrôle des infections au travail et de l’équipement de protection personnel pour les symptômes de santé mentale. Un sondage transversal des travailleurs de la santé canadiens durant la pandémie COVID-19","year":2020,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Auto Workers; Institute for Work & Health; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Anxiety; Context (archaeology); Cross-sectional study; Mental health; Patient Health Questionnaire; Depression (economics); Personal protective equipment; Confidence interval; Health care; Coronavirus disease 2019 (COVID-19); Clinical psychology; Psychiatry; Family medicine; Disease; Internal medicine; Depressive symptoms","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006452859,0.0002639266,0.0003822858,0.0002666124,0.004224611,0.0001750788,0.0001427903,0.0002103573,0.00001941949],"category_scores_gemma":[0.001868706,0.0001708017,0.0001978622,0.0004442015,0.0005828143,0.0001676441,0.000007182771,0.0008196742,1.346852e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01891951,"about_ca_system_score_gemma":0.04480348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.783439,"about_ca_topic_score_gemma":0.983803,"domain_scores_codex":[0.9946694,0.003323282,0.0005975948,0.0002232828,0.0004098499,0.0007765831],"domain_scores_gemma":[0.996566,0.0009510784,0.0009671756,0.00009175733,0.0003745006,0.001049464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001043793,0.00005201146,0.8477842,0.0003535878,0.000859555,0.000002784455,0.1463991,0.002576508,0.0001831529,0.00003176551,0.000117375,0.000596144],"study_design_scores_gemma":[0.004436799,0.000748958,0.9510375,0.0002489007,0.0002480553,0.0006982608,0.04173827,0.0004234222,0.00002794122,0.0001332029,0.0001150839,0.0001435518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978246,0.001348529,0.003682618,0.01452113,0.00006695788,0.001677966,0.0004056199,0.0000215309,0.00002960114],"genre_scores_gemma":[0.9980733,0.0003614052,0.00008527964,0.001053073,0.0002430905,0.0001109128,0.00001901249,0.00003197598,0.00002199923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2003639,"threshold_uncertainty_score":0.9970717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0230123614681697,"score_gpt":0.3093880993335139,"score_spread":0.2863757378653442,"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."}}