{"id":"W4411009175","doi":"10.1708/4509.45085","title":"The effect of workload on the development of burnout syndrome in Covid-19 intensive care nurses: a systematic review","year":2025,"lang":"en","type":"review","venue":"Rivista di psichiatria","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burnout; Workload; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Burnout syndrome; Intensive care; Nursing; Psychology; Intensive care medicine; Clinical psychology; Computer science; Virology; Internal medicine; Outbreak","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003440248,0.0007124636,0.004791858,0.0003390991,0.000230444,0.00003012681,0.00126799,0.0002829609,0.00004921481],"category_scores_gemma":[0.003978391,0.0003461712,0.0009759071,0.001243359,0.0001605979,0.00002076283,0.0002151164,0.0007387861,0.0001133075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001506103,"about_ca_system_score_gemma":0.003855126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001914073,"about_ca_topic_score_gemma":0.0003367568,"domain_scores_codex":[0.9912972,0.004119435,0.002885365,0.0006514143,0.0005130221,0.0005335788],"domain_scores_gemma":[0.9840016,0.01193857,0.002007823,0.001720298,0.0001684732,0.0001632817],"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":[0.000074298,0.00004107361,0.00004696968,0.9344561,0.0004448473,0.00002103482,0.002682466,1.45599e-7,7.786024e-9,0.001154015,0.0009470338,0.06013207],"study_design_scores_gemma":[0.0006124839,0.0003955754,0.00002431433,0.8521791,0.002650791,0.00002639088,0.002126982,1.189536e-7,1.873514e-7,0.00001638358,0.1416888,0.0002789758],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001724377,0.9825798,0.00001143301,0.0002815089,0.001462791,0.01466883,0.0001162828,0.0000295048,0.0006774003],"genre_scores_gemma":[0.001064935,0.9947109,0.000006933852,0.0007687011,0.00003072619,0.002645149,0.00007299257,0.00004897344,0.0006506803],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1407417,"threshold_uncertainty_score":0.999899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04377789921401506,"score_gpt":0.4345745527723909,"score_spread":0.3907966535583759,"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."}}