{"id":"W2103491982","doi":"10.5430/jha.v3n4p20","title":"Risk of burnout among emergency physicians at a tertiary care centre in Saudi Arabia","year":2014,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burnout; Depersonalization; Medicine; Emotional exhaustion; Tertiary care; Family medicine; Emergency department; Observational study; Emergency medicine; Nursing; Clinical psychology; Internal medicine","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":[0.000516257,0.0001933715,0.0001514492,0.0004732593,0.0006749018,0.000471355,0.0001997869,0.0003784962,0.002258284],"category_scores_gemma":[0.001893112,0.0001489886,0.0001341809,0.0003909229,0.0001989633,0.0002782221,0.0005308178,0.0003088727,0.0001994741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000421796,"about_ca_system_score_gemma":0.00062887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005145285,"about_ca_topic_score_gemma":0.005941125,"domain_scores_codex":[0.9995496,0.0001487208,0.00004808026,0.00003862293,0.00008966561,0.0001251638],"domain_scores_gemma":[0.9977267,0.0002639527,0.001103221,0.00004420849,0.0003148744,0.0005470123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003317465,0.00003980783,0.9972011,0.00002204414,0.000008128192,0.0001868531,0.0006651718,0.00001422439,0.0002190387,0.000009522233,0.000164112,0.001436765],"study_design_scores_gemma":[0.000003915414,0.00008719141,0.9959008,0.00004543184,0.000006070585,0.0005427618,0.002979208,0.0000747801,0.00006590391,0.000009527454,0.0002813653,0.00000314394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994842,0.0001704636,0.0000174184,0.0001216346,0.000004324127,0.000003388477,0.00002122285,8.467235e-7,0.0001765558],"genre_scores_gemma":[0.9996955,0.0001227153,0.00003280228,0.00005646302,0.000007313107,0.000003088286,0.00002694989,3.16647e-7,0.00005496633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005145285,"threshold_uncertainty_score":0.01023066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01240765890775411,"score_gpt":0.3423275729511635,"score_spread":0.3299199140434094,"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."}}