{"id":"W2802800596","doi":"10.1007/s00134-018-5094-z","title":"Should all ICU clinicians regularly be tested for burnout? Yes","year":2018,"lang":"en","type":"editorial","venue":"Intensive Care Medicine","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Pain medicine; Anesthesiology; Burnout; Intensive care unit; Emergency medicine; Medical emergency; Intensive care medicine; Anesthesia; Clinical psychology","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":[0.01195548,0.003436678,0.004252601,0.003851459,0.006393511,0.008986256,0.004321667,0.04555604,0.01023371],"category_scores_gemma":[0.07481906,0.001633838,0.003203951,0.002081138,0.003942017,0.006810144,0.002830646,0.04476246,0.007473291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004138824,"about_ca_system_score_gemma":0.006758349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003519093,"about_ca_topic_score_gemma":0.01117218,"domain_scores_codex":[0.9907908,0.002039097,0.001813131,0.00133616,0.00330184,0.0007189807],"domain_scores_gemma":[0.9173195,0.04198038,0.004506843,0.001779431,0.02515204,0.009261686],"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":[0.00002182867,0.00002618549,0.0001694345,0.0003729733,0.00004252323,0.0001740562,0.0000471328,0.00001087314,0.00001999211,0.0002172996,0.9922324,0.006665383],"study_design_scores_gemma":[0.0001530134,0.00006299494,0.001836287,0.003161885,0.0003239986,0.00055247,0.0004889267,0.0001360781,0.00009490341,0.001737889,0.9913881,0.00006344108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004624947,0.00715951,0.00004891575,0.1178444,0.874276,0.000007212444,0.00002624769,0.00001506021,0.0005765193],"genre_scores_gemma":[0.0003969056,0.004908578,0.00007732215,0.06273857,0.9292837,0.00002102404,0.00001729186,0.0000153554,0.002541194],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04555604,"threshold_uncertainty_score":0.06322742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1443725259832132,"score_gpt":0.5086567632755998,"score_spread":0.3642842372923866,"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."}}