{"id":"W4285047533","doi":"","title":"Burnout syndrome in Nova Scotia dental hygienists during the COVID-19 pandemic: Maslach Burnout Inventory.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Beatrice Hunter Cancer Research Institute; Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Burnout; Emotional exhaustion; Depersonalization; Medicine; Occupational stress; Pandemic; Family medicine; Cross-sectional study; Autonomy; Psychology; Nursing; Environmental health; Clinical psychology; Coronavirus disease 2019 (COVID-19); Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000941966,0.0001885023,0.0002089685,0.0009503283,0.00156095,0.0005602257,0.0003623744,0.0003362385,0.0007036237],"category_scores_gemma":[0.002576033,0.0002478562,0.0001683197,0.001069709,0.0005113091,0.0001642209,0.0009618784,0.000557808,0.0001125607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004328143,"about_ca_system_score_gemma":0.005481128,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7220582,"about_ca_topic_score_gemma":0.8317075,"domain_scores_codex":[0.9993603,0.00009897142,0.00005469643,0.00004246701,0.0002360103,0.0002076639],"domain_scores_gemma":[0.9980787,0.0001526915,0.0007156149,0.00003542958,0.0005331298,0.0004843808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000273446,0.00003821315,0.9926921,0.00004528187,0.00001055288,0.0001070739,0.003393543,0.00002128391,0.0002815094,0.00001227424,0.0005745956,0.002796202],"study_design_scores_gemma":[0.000001224305,0.00001642711,0.9979717,0.00002681279,0.00000178852,0.00003478915,0.00177082,0.00002647212,0.00001033724,0.000001732552,0.0001363618,0.000001525788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983376,0.0003894612,0.00002304576,0.0002018082,0.00001531996,0.00005848317,0.0002714115,0.000001577753,0.0007011676],"genre_scores_gemma":[0.9990159,0.0002653208,0.00008749376,0.00008337431,0.000006208139,0.00003001003,0.0002577101,6.915143e-7,0.0002531366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2779418,"threshold_uncertainty_score":0.5591573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09827623531678169,"score_gpt":0.3870206558073496,"score_spread":0.2887444204905679,"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."}}