{"id":"W6939695294","doi":"10.6084/m9.figshare.25878361","title":"Determinants of burnout in Canadian health care workers during the COVID-19 pandemic","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burnout; Health care; Pandemic; Population; Organisation climate; Occupational safety and health; Workplace violence; Work environment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002378604,0.0002901642,0.0003620278,0.001151289,0.004949888,0.001361466,0.000867725,0.0005350207,0.001963583],"category_scores_gemma":[0.006852836,0.0003045004,0.0005710998,0.00211335,0.001044405,0.0003747992,0.001444278,0.001032952,0.0001140834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02713665,"about_ca_system_score_gemma":0.04371772,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9810469,"about_ca_topic_score_gemma":0.9859346,"domain_scores_codex":[0.9982376,0.0001929821,0.00006842612,0.0001408498,0.0005669743,0.0007931264],"domain_scores_gemma":[0.9957227,0.0004042505,0.0007618442,0.0001049999,0.001646351,0.001359925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008861708,0.00004910356,0.9765375,0.0001192734,0.00003831081,0.00006938237,0.009752632,0.0001048181,0.0001919703,0.0001518571,0.002825892,0.01007063],"study_design_scores_gemma":[0.000003253123,0.00001583422,0.9914233,0.0001072036,0.000009434687,0.00001712288,0.007171302,0.0001011436,0.00002845756,0.00002550324,0.001088204,0.00000928706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991761,0.001205603,0.0001240182,0.001940093,0.00006388686,0.00006932142,0.001001131,0.000005936898,0.00382901],"genre_scores_gemma":[0.9981028,0.0006415987,0.0001389525,0.0002188193,0.00001407434,0.00003086916,0.0004321146,0.000002632438,0.0004180843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02713665,"threshold_uncertainty_score":0.1968911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1116616374569212,"score_gpt":0.446621704295866,"score_spread":0.3349600668389448,"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."}}