{"id":"W4362523931","doi":"10.1097/pec.0000000000002936","title":"“The Cost in the Individual”","year":2023,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Alberta Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Burnout; Depersonalization; Emotional exhaustion; Odds ratio; Confidence interval; Proxy (statistics); Logistic regression; Pandemic; Demography; Family medicine; Coronavirus disease 2019 (COVID-19); Emergency medicine; Clinical psychology; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003743692,0.0003909169,0.0004927957,0.0006245167,0.00211563,0.003309391,0.001002972,0.001449479,0.02148946],"category_scores_gemma":[0.01510423,0.0001966576,0.0003874728,0.0008552077,0.005397889,0.005933541,0.003706452,0.00275366,0.003685035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00228397,"about_ca_system_score_gemma":0.003722789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003682328,"about_ca_topic_score_gemma":0.005146303,"domain_scores_codex":[0.9946638,0.003005603,0.0001857132,0.0003836619,0.001248417,0.0005127943],"domain_scores_gemma":[0.994567,0.001318025,0.0006963291,0.0006468704,0.001288769,0.001483014],"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":[0.0001698063,0.0002049222,0.05323156,0.0006905813,0.000194282,0.001241687,0.01133677,0.0006706337,0.0009605399,0.163284,0.3971095,0.3709057],"study_design_scores_gemma":[0.00002577172,0.0003378362,0.03664152,0.002290362,0.00009103192,0.00395267,0.02781217,0.0007248194,0.0004475143,0.09076224,0.836828,0.00008612427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.09521364,0.01753612,0.01403383,0.6009855,0.01041067,0.00009897618,0.0005810244,0.0002359163,0.2609044],"genre_scores_gemma":[0.8180279,0.01396104,0.008746469,0.08836834,0.00529077,0.0001468645,0.0003153605,0.0001745833,0.06496872],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02148946,"threshold_uncertainty_score":0.07188946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1056467397949826,"score_gpt":0.4552494921734161,"score_spread":0.3496027523784335,"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."}}