{"id":"W4385408981","doi":"10.33137/utmj.v100i2.39202","title":"Survey of the degree of burnout in state hospitals among Durban and Pietermaritzburg anaesthetists in KwaZulu Natal, South Africa.","year":2023,"lang":"en","type":"article","venue":"University of Toronto Medical Journal","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burnout; Emotional exhaustion; Medicine; Depersonalization; Burnout syndrome; Family medicine; Nursing; Clinical psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0009681517,0.000261607,0.0001966649,0.001065793,0.000774678,0.0005727682,0.0003581798,0.0003722487,0.001361768],"category_scores_gemma":[0.002584353,0.0004318311,0.0001994806,0.001062982,0.000604385,0.0004834298,0.0008374645,0.0003511133,0.00025037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001351171,"about_ca_system_score_gemma":0.0008726037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01558134,"about_ca_topic_score_gemma":0.02763543,"domain_scores_codex":[0.9993438,0.0001870789,0.0001095704,0.00005505516,0.0001354547,0.0001689619],"domain_scores_gemma":[0.9982291,0.0002384217,0.001039366,0.00004003281,0.0001615404,0.0002915229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009244857,0.000095508,0.9788078,0.0001396916,0.00002271419,0.0004639113,0.01325602,0.00003667589,0.002382813,0.00005680939,0.0002323984,0.004413262],"study_design_scores_gemma":[0.000003942221,0.0000939286,0.9893723,0.00003618305,0.000004970842,0.0002005852,0.009721768,0.00004261023,0.00008503402,0.000006477131,0.0004276889,0.00000445909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994653,0.0001145408,0.00001834283,0.00006945895,0.000002424043,0.00001612521,0.0000729024,8.720291e-7,0.0002400823],"genre_scores_gemma":[0.9994226,0.0001588914,0.00006930623,0.00002924439,0.000001921932,0.00003291015,0.00007610256,4.665095e-7,0.0002087623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01558134,"threshold_uncertainty_score":0.0309813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05480919100458335,"score_gpt":0.3335256076983338,"score_spread":0.2787164166937504,"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."}}