{"id":"W4413792112","doi":"10.1186/s12960-025-01012-4","title":"Prevalence and risk factors of burnout symptoms among nurses during the COVID-19 pandemic: an updated systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Human Resources for Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"PsycINFO; Medicine; Meta-analysis; MEDLINE; Burnout; Odds ratio; Population; Systematic review; Pandemic; Family medicine; Nursing; Coronavirus disease 2019 (COVID-19); Clinical psychology; Environmental health; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01295626,0.002045101,0.01573065,0.0100186,0.0008397431,0.00335466,0.002082057,0.002145195,0.003623041],"category_scores_gemma":[0.03832361,0.001473235,0.03080595,0.009695973,0.000670983,0.002370626,0.001917507,0.001701989,0.0002805157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002818758,"about_ca_system_score_gemma":0.006699089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007703896,"about_ca_topic_score_gemma":0.01721709,"domain_scores_codex":[0.9905719,0.003064468,0.003959825,0.0009040567,0.001155387,0.0003444333],"domain_scores_gemma":[0.9694251,0.02191907,0.004999799,0.0007322724,0.002617696,0.000306118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0007040738,0.00003302053,0.006408644,0.7581522,0.2177583,0.0001334594,0.0001659138,0.0002207602,0.0001370839,0.0001013613,0.0007542243,0.01543079],"study_design_scores_gemma":[0.0003306712,0.0002120311,0.01211449,0.1515975,0.8312662,0.0002638085,0.0001749129,0.0001692662,0.0001327234,0.0001900217,0.003501824,0.00004658263],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003716824,0.9947032,0.0002878293,0.0001753258,0.00009424793,0.0002350976,0.0006001145,0.00001362717,0.0001737543],"genre_scores_gemma":[0.06915512,0.9263983,0.001453237,0.0006100982,0.0001710486,0.001125697,0.0008745049,0.00001970404,0.0001923118],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01573065,"threshold_uncertainty_score":0.06852007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.152340108071354,"score_gpt":0.4854142961002418,"score_spread":0.3330741880288878,"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."}}