{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007290875,0.0005403634,0.0008960858,0.0005480556,0.001001767,0.000002886672,0.0005253483,0.0005968755,0.0223551],"category_scores_gemma":[0.001136242,0.0004859894,0.0002797927,0.003245212,0.00002973619,0.000229382,0.0003766399,0.001834356,0.0008261352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003191279,"about_ca_system_score_gemma":0.001378044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001437171,"about_ca_topic_score_gemma":0.003852456,"domain_scores_codex":[0.9925426,0.00117849,0.002558853,0.001054059,0.0010285,0.00163753],"domain_scores_gemma":[0.9959966,0.0003060319,0.0007312244,0.000883779,0.00163475,0.0004476181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000195008,0.0001416426,0.9005915,0.002734315,0.00001232737,0.00007078651,0.01143032,0.000008358723,0.00003441308,0.0003488084,0.08162329,0.002984742],"study_design_scores_gemma":[0.001900312,0.0001649495,0.922682,0.000436888,0.0003049838,0.000002327688,0.03643098,0.00004186759,0.0000117666,0.001850813,0.03511069,0.001062399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7093124,0.1980776,0.00009464316,0.006103882,0.0264868,0.001264801,0.0002046001,0.0002919548,0.05816335],"genre_scores_gemma":[0.757652,0.2112562,0.0001416057,0.0004907377,0.01767475,0.0004618474,0.0004003242,0.0001200411,0.01180244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04833962,"threshold_uncertainty_score":0.9999518,"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."}}