{"id":"W2993257506","doi":"10.23934/2223-9022-2019-8-2-186-193","title":"Burnout in Anesthesiology and Resuscitation","year":2019,"lang":"en","type":"article","venue":"Russian Sklifosovsky Journal Emergency Medical Care","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burnout; Emotional exhaustion; Anesthesiology; Intensive care; Medicine; Anxiety; Psychology; Family medicine; Nursing; Psychiatry; Clinical psychology","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":[0.001097569,0.0001566086,0.0001973227,0.0006036139,0.0007875582,0.0004962842,0.0001671998,0.0002814869,0.002947309],"category_scores_gemma":[0.003469696,0.00008151279,0.0001609566,0.0006935962,0.0006002983,0.0002907119,0.0006243979,0.0006038838,0.0002723971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006116789,"about_ca_system_score_gemma":0.001262637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001434132,"about_ca_topic_score_gemma":0.001351033,"domain_scores_codex":[0.9989377,0.0005599992,0.00006609024,0.00008112882,0.0002093382,0.0001457888],"domain_scores_gemma":[0.9981096,0.0007416679,0.0004810607,0.00004120548,0.000218414,0.0004080304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003676093,0.0008014602,0.6468648,0.002628966,0.00008537556,0.0008430301,0.03109338,0.000252989,0.001956374,0.006536761,0.01757914,0.2909901],"study_design_scores_gemma":[0.00001591645,0.0003326765,0.9462345,0.001295108,0.00002664503,0.001885709,0.009105211,0.0001178991,0.0001336355,0.002134144,0.03870436,0.00001425985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8729551,0.0854513,0.001301646,0.01233724,0.001327468,0.0002132246,0.0004441493,0.00001797475,0.0259519],"genre_scores_gemma":[0.9821554,0.01419075,0.0004566344,0.0008961821,0.0004662244,0.0001426163,0.0002077052,0.000003026454,0.001481481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002947309,"threshold_uncertainty_score":0.009859681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02818060422047359,"score_gpt":0.4067339028392433,"score_spread":0.3785532986187697,"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."}}