{"id":"W4200052093","doi":"10.3389/fped.2021.807245","title":"The Relationships Amongst Pediatric Nurses' Work Environments, Work Attitudes, and Experiences of Burnout","year":2021,"lang":"en","type":"article","venue":"Frontiers in Pediatrics","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Hospital for Sick Children; University of Toronto","funders":"Hospital for Sick Children","keywords":"Burnout; Nursing; Medicine; Depersonalization; Health care; Emotional exhaustion; Work (physics); Pediatric hospital; Family medicine; Clinical psychology; Pediatrics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001344691,0.000213507,0.0003909891,0.000182727,0.001357346,0.00002114971,0.0002960291,0.0004143789,0.00007380318],"category_scores_gemma":[0.001155737,0.0001620391,0.00007003363,0.001323305,0.000190584,0.0001455221,0.0002460819,0.001367485,0.00001898338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001549716,"about_ca_system_score_gemma":0.0005570014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003096752,"about_ca_topic_score_gemma":0.00003783565,"domain_scores_codex":[0.9961963,0.001167297,0.0009951261,0.0004275724,0.0005398569,0.0006738474],"domain_scores_gemma":[0.9970878,0.001673062,0.0004651177,0.0004525456,0.00009850448,0.0002229991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004942141,0.00008032818,0.9550047,0.0001727439,0.000008159467,0.00001214912,0.01560143,0.000006020483,2.669398e-7,0.0001609986,0.02371321,0.005190584],"study_design_scores_gemma":[0.0006549421,0.00002825609,0.8858737,0.0003173664,0.00005166914,7.659742e-7,0.09684945,0.0000163008,0.000003206433,0.0006107706,0.01533304,0.0002604955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8874732,0.1018254,0.0007557156,0.001194668,0.007353975,0.0006457078,0.00001800595,0.00003050829,0.000702776],"genre_scores_gemma":[0.9526403,0.03647094,0.00455758,0.0001547236,0.001050392,0.0003115139,0.00003076941,0.00003437132,0.004749432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08124802,"threshold_uncertainty_score":0.9999428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03101004825538654,"score_gpt":0.3411072246262995,"score_spread":0.3100971763709129,"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."}}