{"id":"W3150229188","doi":"10.1097/pec.0000000000002425","title":"Burnout in Pediatric Emergency Medicine Physicians","year":2021,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burnout; Pediatric emergency medicine; Emergency department; MEDLINE; Intensive care; El Niño","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":[0.001221603,0.0001163126,0.000117897,0.0004283885,0.0004380163,0.0003923828,0.0001549403,0.0002542766,0.001962474],"category_scores_gemma":[0.005744514,0.0001559984,0.0001510666,0.0004267901,0.0002255219,0.0003309816,0.000741354,0.0004011197,0.0002001701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003211266,"about_ca_system_score_gemma":0.0008209699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00149462,"about_ca_topic_score_gemma":0.002047584,"domain_scores_codex":[0.9990959,0.0003798401,0.00007809386,0.00008532331,0.0001672992,0.0001934335],"domain_scores_gemma":[0.9970994,0.0006489437,0.001510349,0.00006008138,0.0002896749,0.0003914831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001741847,0.00003584756,0.9946354,0.00002873409,0.000007321335,0.0000918446,0.0002746255,0.00003132446,0.00008136709,0.00002650162,0.0002130439,0.004556483],"study_design_scores_gemma":[0.00000288608,0.00005439187,0.9979405,0.00006962103,0.000004240851,0.0004644654,0.000746821,0.0001346195,0.00006173289,0.00002714656,0.0004921611,0.000001379729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976173,0.0007786158,0.0001569897,0.0004892545,0.00001544906,0.00001039907,0.0000651013,0.000003062695,0.0008638359],"genre_scores_gemma":[0.9991234,0.0004135167,0.0001612264,0.0001038182,0.00002105756,0.00001180458,0.00006771077,8.935086e-7,0.00009653626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001962474,"threshold_uncertainty_score":0.006565154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04708771379387532,"score_gpt":0.4191917714038281,"score_spread":0.3721040576099528,"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."}}