{"id":"W3153638670","doi":"10.1136/bmjopen-2021-048861","title":"Women in healthcare experiencing occupational stress and burnout during COVID-19: a rapid review","year":2021,"lang":"en","type":"review","venue":"BMJ Open","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Medical Association; Hospital for Sick Children; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Burnout; Coronavirus disease 2019 (COVID-19); Occupational stress; Health care; Occupational burnout; 2019-20 coronavirus outbreak; Family medicine; Clinical psychology; Emotional exhaustion; Pathology; Disease; Outbreak","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":[0.00515643,0.0009600107,0.00361691,0.01096122,0.0008866594,0.003080773,0.001233643,0.002535638,0.004434329],"category_scores_gemma":[0.0250702,0.0007350672,0.002749584,0.01271974,0.0009494201,0.003262104,0.001774975,0.001151992,0.0004527725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003070632,"about_ca_system_score_gemma":0.009942951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00516959,"about_ca_topic_score_gemma":0.01372082,"domain_scores_codex":[0.995625,0.001178506,0.001662424,0.0003392653,0.001000857,0.0001938923],"domain_scores_gemma":[0.9757645,0.01700682,0.004403709,0.0002634101,0.002238279,0.000323328],"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":[0.0001286022,0.00002780059,0.001413747,0.835197,0.001211746,0.0003190813,0.001425824,0.00004618619,0.0001851884,0.0004489599,0.007355269,0.1522406],"study_design_scores_gemma":[0.00003723891,0.0001356442,0.006007166,0.9266342,0.004538033,0.001050613,0.001938493,0.00002386771,0.00008634436,0.0002694994,0.0592397,0.00003922455],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005685504,0.9982578,0.00003112643,0.0004576528,0.0002433933,0.00009228184,0.00009176694,0.000002424114,0.0002550952],"genre_scores_gemma":[0.004971272,0.9937683,0.0001445163,0.0006153291,0.0001752469,0.0001695846,0.00006479221,0.000002380388,0.0000885999],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01096122,"threshold_uncertainty_score":0.02727014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3304164718886987,"score_gpt":0.5833456157553505,"score_spread":0.2529291438666518,"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."}}