{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002499514,0.0001538655,0.0002076183,0.000450345,0.0009314216,0.000643324,0.0003307645,0.0005266043,0.001760432],"category_scores_gemma":[0.01075962,0.0001864068,0.0002434236,0.0004251543,0.0005759625,0.0006988358,0.001422133,0.00100967,0.0002023288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001292169,"about_ca_system_score_gemma":0.00207163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007257238,"about_ca_topic_score_gemma":0.01694941,"domain_scores_codex":[0.9984725,0.0004716587,0.00007244524,0.0001303117,0.0002389858,0.0006139925],"domain_scores_gemma":[0.9939534,0.001205207,0.002053959,0.0001748421,0.0007547188,0.00185771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002777429,0.0001600889,0.976555,0.00007870866,0.00001962655,0.0002593749,0.009565107,0.00008400826,0.0004945361,0.00009485526,0.0007442112,0.01166672],"study_design_scores_gemma":[0.00000336552,0.0001704202,0.9907784,0.00005823713,0.000003985027,0.0001079133,0.008157836,0.00003317448,0.0001067177,0.00002050503,0.0005560177,0.000003332028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984257,0.0002765761,0.00004411206,0.0004047001,0.00002136082,0.00001134374,0.0000511324,0.000002290988,0.0007627724],"genre_scores_gemma":[0.9992753,0.0002088858,0.00006095225,0.0001274861,0.00002375792,0.00002330744,0.00008157821,0.000001521022,0.0001974062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007257238,"threshold_uncertainty_score":0.01442999,"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."}}