{"id":"W4381570369","doi":"10.5590/jsbhs.2022.16.1.24","title":"A Recovery Pathway After COVID-19 Teacher Burnout","year":2022,"lang":"en","type":"article","venue":"Journal of Social Behavioral and Health Sciences","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Burnout; Workload; Pandemic; Coronavirus disease 2019 (COVID-19); Psychology; Salient; Honesty; Cynicism; Work (physics); Medical education; Social psychology; Medicine; Clinical psychology; Political science; Computer science","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":[0.003415396,0.0002928846,0.0003283237,0.0006988325,0.007878339,0.003823394,0.0008513165,0.002238855,0.005608103],"category_scores_gemma":[0.01142974,0.0004054688,0.0005894265,0.0003605512,0.002204445,0.003204243,0.007287553,0.00428558,0.0009570609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002528346,"about_ca_system_score_gemma":0.007916593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004384364,"about_ca_topic_score_gemma":0.009216913,"domain_scores_codex":[0.9974362,0.001040732,0.00009848796,0.0001398678,0.0001999406,0.001084728],"domain_scores_gemma":[0.996039,0.0007895488,0.0005515385,0.0001937725,0.0006398649,0.001786201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009829797,0.002289768,0.1534093,0.0009301518,0.00009171142,0.02220528,0.4775688,0.0008824028,0.01025673,0.04679149,0.03681523,0.2477763],"study_design_scores_gemma":[0.00009935871,0.001209858,0.122879,0.001571806,0.00003630768,0.006882994,0.7541439,0.001113981,0.002492516,0.03422975,0.07522105,0.0001194985],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8749788,0.00343724,0.008217101,0.06689513,0.0007357046,0.0003584392,0.0001149645,0.0002767295,0.04498593],"genre_scores_gemma":[0.9915856,0.0007266812,0.001797804,0.001518152,0.00004815216,0.00008481301,0.00005407995,0.00002264096,0.004161992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007878339,"threshold_uncertainty_score":0.01876098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1854120889551397,"score_gpt":0.509095375402807,"score_spread":0.3236832864476673,"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."}}