{"id":"W4400353651","doi":"10.1093/occmed/kqae023.0823","title":"P-251 HOW DID CANADIAN HEALTHCARE WORKERS DESCRIBE STRESSORS DURING THE COVID-19 PANDEMIC?","year":2024,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institut de recherche Robert-Sauvé en santé et en sécurité du travail; University of Calgary; University of Alberta","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Stressor; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Health care; Betacoronavirus; Medicine; Coronavirus Infections; Environmental health; Virology; Political science; Outbreak; Psychiatry; Internal medicine; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001657146,0.0004154128,0.0003525856,0.001333739,0.005662899,0.002606612,0.001307262,0.0009142779,0.009749602],"category_scores_gemma":[0.007225482,0.0002174482,0.0006414365,0.002731112,0.001783421,0.0009554579,0.001520292,0.0008459214,0.0008372903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02593891,"about_ca_system_score_gemma":0.03670085,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.966886,"about_ca_topic_score_gemma":0.96596,"domain_scores_codex":[0.9986535,0.0001616468,0.0000788129,0.0001246221,0.0005826619,0.0003987844],"domain_scores_gemma":[0.9950882,0.0005625607,0.0008965671,0.0001090234,0.00233919,0.001004612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001328346,0.00006971309,0.8921189,0.0005860393,0.00005911465,0.0005218997,0.03721889,0.0001286948,0.000337368,0.0004028012,0.03379442,0.03462943],"study_design_scores_gemma":[0.00001077604,0.00008560251,0.9182112,0.0005833032,0.00002171801,0.0002320734,0.06068466,0.0001993004,0.0001395435,0.0001715019,0.0195972,0.00006322174],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9436525,0.003214843,0.000619212,0.01187719,0.0005989476,0.0004207332,0.01292551,0.00005250704,0.02663853],"genre_scores_gemma":[0.9908165,0.001842985,0.0004919121,0.001454926,0.00009732899,0.0001750591,0.00172191,0.00001053831,0.003388785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03311402,"threshold_uncertainty_score":0.1882008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1754012018298761,"score_gpt":0.4772302013439351,"score_spread":0.3018289995140589,"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."}}