{"id":"W4379598355","doi":"10.1002/nop2.1871","title":"Influencing factors of sleep disorders and sleep quality in healthcare workers during the <scp>COVID</scp>‐19 pandemic: A systematic review and meta‐analysis","year":2023,"lang":"en","type":"review","venue":"Nursing Open","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Health care; Anxiety; Population; Pandemic; Sleep disorder; Observational study; Insomnia; Psychiatry; Family medicine; Disease; Environmental health; Coronavirus disease 2019 (COVID-19); 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":[0.01138746,0.002188039,0.01269617,0.006056805,0.0007764047,0.002888494,0.001772381,0.002237564,0.002300563],"category_scores_gemma":[0.02672916,0.001434899,0.03045977,0.006565528,0.0006183759,0.001463165,0.001388204,0.001431248,0.000163136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002301885,"about_ca_system_score_gemma":0.005064177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00890967,"about_ca_topic_score_gemma":0.0191871,"domain_scores_codex":[0.9928626,0.002557428,0.002705499,0.0006991521,0.0008710886,0.0003040979],"domain_scores_gemma":[0.9807819,0.01315947,0.003814754,0.000604451,0.001385576,0.0002537978],"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":[0.001288297,0.00006305397,0.0179602,0.5217891,0.4408566,0.0001439077,0.0001638831,0.0003907193,0.0002257023,0.0001062328,0.0005863485,0.01642611],"study_design_scores_gemma":[0.0003809638,0.0003122019,0.01511721,0.05761249,0.9241509,0.0001582481,0.0001252781,0.0002242225,0.0001454748,0.0001335636,0.001604468,0.00003485449],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007734078,0.9907848,0.0003184802,0.0001928735,0.00009960672,0.0002961886,0.0003842564,0.00001310962,0.0001765825],"genre_scores_gemma":[0.1849521,0.8093567,0.002065616,0.0007970758,0.0002571845,0.00150039,0.0008256235,0.00001568459,0.0002296253],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01269617,"threshold_uncertainty_score":0.0602234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2735401474682431,"score_gpt":0.5267618363154987,"score_spread":0.2532216888472555,"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."}}