{"id":"W3168480857","doi":"10.1177/08465371211022291","title":"Burnout Exacerbation due to COVID-19 Pandemic","year":2021,"lang":"en","type":"letter","venue":"Canadian Association of Radiologists Journal","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Juravinski Hospital; St. Joseph’s Healthcare Hamilton; NOSM University; Thunder Bay Regional Health Sciences Centre","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; Burnout; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Exacerbation; Betacoronavirus; Coronavirus Infections; Virology; Internal medicine; Clinical psychology; Infectious disease (medical specialty); Outbreak; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001542781,0.0004452445,0.0004952878,0.0006867233,0.01040121,0.001986184,0.0008302891,0.0154752,0.007033295],"category_scores_gemma":[0.01134143,0.0004669339,0.0007238032,0.0005482098,0.001590085,0.001368032,0.002757834,0.01411722,0.001313674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007198244,"about_ca_system_score_gemma":0.01002711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07198868,"about_ca_topic_score_gemma":0.135269,"domain_scores_codex":[0.9976992,0.0004967753,0.0002372982,0.00016034,0.0003343886,0.001071989],"domain_scores_gemma":[0.9948574,0.0008419748,0.0005279202,0.0001265305,0.0009736411,0.002672469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003285432,0.0004244994,0.09141471,0.0002831011,0.00008785709,0.1881975,0.01230645,0.0002115359,0.0008339226,0.003475205,0.6810523,0.02138435],"study_design_scores_gemma":[0.0003752313,0.0006556088,0.2140832,0.003091965,0.0001758617,0.0949055,0.09976968,0.002093498,0.0006114013,0.007941967,0.5759917,0.0003044027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.07543688,0.002247052,0.0001713775,0.8689861,0.01956117,0.0001539305,0.0002570297,0.00004368165,0.03314281],"genre_scores_gemma":[0.3955207,0.002972072,0.0003426145,0.551533,0.03045281,0.0001409812,0.0001980084,0.0000490997,0.01879079],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.07198868,"threshold_uncertainty_score":0.1431393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09409269437255001,"score_gpt":0.4092680567417717,"score_spread":0.3151753623692217,"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."}}