{"id":"W4385669365","doi":"10.1192/j.eurpsy.2023.2010","title":"Burnout and associated psychological issues among teachers: A Scoping Review","year":2023,"lang":"en","type":"review","venue":"European Psychiatry","topic":"Stress and Burnout Research","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Burnout; CINAHL; Anxiety; PsycINFO; Marital status; Clinical psychology; Emotional exhaustion; Psychology; Mental health; Occupational stress; Scopus; Depression (economics); Affect (linguistics); MEDLINE; Medicine; Psychiatry; Psychological intervention; Population; Environmental health","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":[0.0127737,0.00142678,0.004547424,0.02202934,0.001513211,0.004735854,0.001412997,0.002757941,0.003082187],"category_scores_gemma":[0.0504892,0.001355767,0.004814758,0.01754588,0.001264737,0.003110089,0.002509269,0.001683769,0.0003480212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003777238,"about_ca_system_score_gemma":0.01843771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007520825,"about_ca_topic_score_gemma":0.01678796,"domain_scores_codex":[0.9897654,0.003214165,0.004028453,0.0005933075,0.002076525,0.0003221122],"domain_scores_gemma":[0.9548247,0.03328281,0.00691853,0.0004729486,0.004096614,0.0004042774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001122186,0.00006509831,0.002576172,0.8181434,0.002575559,0.0002993294,0.001709689,0.0001589878,0.0002458102,0.0006611281,0.003527971,0.1699246],"study_design_scores_gemma":[0.00002424633,0.00006470042,0.004059069,0.9683404,0.006980818,0.0004701369,0.0009228298,0.00005566939,0.00008950764,0.0003239958,0.01864648,0.00002211337],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001015182,0.997626,0.0001288893,0.0003973308,0.0001245544,0.0002066725,0.000115628,0.000004061055,0.0003817065],"genre_scores_gemma":[0.006087397,0.9925488,0.0004001451,0.0002561378,0.00008926121,0.0004269379,0.0001104473,0.000002510883,0.0000783185],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02202934,"threshold_uncertainty_score":0.06755453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1606222954844049,"score_gpt":0.4919227528223204,"score_spread":0.3313004573379155,"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."}}