{"id":"W4366826508","doi":"10.3390/ijerph20095625","title":"Interventions to Reduce Stress and Burnout among Teachers: A Scoping Review","year":2023,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Alberta","funders":"Mental Health Foundation","keywords":"Psychological intervention; Mindfulness; Burnout; Psychology; Meditation; Clinical psychology; Emotional exhaustion; Mindfulness-based stress reduction; Stress management; Intervention (counseling); Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01261307,0.002120182,0.006056537,0.01722206,0.001406602,0.003876685,0.002394696,0.003429518,0.004478977],"category_scores_gemma":[0.04251905,0.001406463,0.007790832,0.01232572,0.001064767,0.002602128,0.002345359,0.001771888,0.0005508896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004056853,"about_ca_system_score_gemma":0.01653786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007338573,"about_ca_topic_score_gemma":0.01514887,"domain_scores_codex":[0.9924186,0.002464926,0.002851844,0.0004156155,0.001587184,0.0002617788],"domain_scores_gemma":[0.9751276,0.01812523,0.003303916,0.0003891108,0.002783203,0.0002709274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001428341,0.00009873379,0.0004440288,0.8298314,0.002945897,0.0001147971,0.0006330698,0.0002027834,0.0002828796,0.0004172325,0.002170931,0.1627154],"study_design_scores_gemma":[0.00005763699,0.0001312857,0.001186905,0.9698545,0.01093546,0.0001487434,0.0003777051,0.00007795086,0.0001742507,0.0002517675,0.0167872,0.00001667372],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007741926,0.9970269,0.0002946698,0.0003378506,0.0001910832,0.0006606543,0.0001341233,0.00001227119,0.0005683653],"genre_scores_gemma":[0.003595085,0.9944764,0.000666988,0.00022209,0.00007050587,0.0007674738,0.00009400474,0.000004335123,0.0001031805],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01722206,"threshold_uncertainty_score":0.06670511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3350929937103493,"score_gpt":0.5638881848701981,"score_spread":0.2287951911598488,"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."}}