{"id":"W4386020299","doi":"10.1177/21501319231194148","title":"Pediatrician Burnout Before and After the COVID-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"Journal of Primary Care & Community Health","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Algoma University","funders":"Health Resources and Services Administration","keywords":"Burnout; Pandemic; Medicine; Depersonalization; Emotional exhaustion; Coronavirus disease 2019 (COVID-19); Family medicine; Cutoff; Emergency department; Psychiatry; Clinical psychology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009063768,0.0002756669,0.0008060283,0.0004069915,0.004671449,0.00002737179,0.0007369666,0.0003269684,0.0001114289],"category_scores_gemma":[0.0009087366,0.0001730277,0.0001876682,0.0006604252,0.0001826184,0.0002279946,0.0007372457,0.005926078,0.00004934433],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002865922,"about_ca_system_score_gemma":0.01214307,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007305024,"about_ca_topic_score_gemma":0.02937646,"domain_scores_codex":[0.9893357,0.007194035,0.001596769,0.0001845552,0.0007558276,0.0009331055],"domain_scores_gemma":[0.9925976,0.003579233,0.001286448,0.0007687234,0.0006419583,0.001126029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003301391,0.00006062407,0.8387856,0.004186253,0.00003295638,0.00004525563,0.06416535,0.000004588659,0.000003848081,0.00008579487,0.01517277,0.07712683],"study_design_scores_gemma":[0.001424112,0.0006352482,0.820902,0.001574214,0.00003902571,0.0001247356,0.0671373,0.000006870667,1.056648e-7,0.001836193,0.1061447,0.000175507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9245637,0.01790353,0.00008215284,0.05321673,0.001624727,0.0009422419,0.0001919497,0.0001313644,0.001343583],"genre_scores_gemma":[0.9302608,0.01385881,0.0002159827,0.05388369,0.001235878,0.0000559382,0.0000848622,0.0000475944,0.0003564204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09097195,"threshold_uncertainty_score":0.9993054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09847423442436237,"score_gpt":0.448240567337372,"score_spread":0.3497663329130096,"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."}}