{"id":"W4414522986","doi":"10.55905/cuadv17n9-092","title":"Síndrome de Burnout em Médicos Residentes: Revisão Sistemática (2020 a 2025) sobre Prevalência, Fatores Associados e Impactos Assistenciais","year":2025,"lang":"pt","type":"article","venue":"Cuadernos de Educación y Desarrollo","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burnout; Quality of life (healthcare); Qualitative research; SciELO; Psychological intervention","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":[0.03131446,0.0007425171,0.002090856,0.01197063,0.001070957,0.003057872,0.00122749,0.001323865,0.005107028],"category_scores_gemma":[0.03779215,0.0007202773,0.003446585,0.01147975,0.0007024963,0.003221683,0.002120906,0.001616084,0.0008549172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003507723,"about_ca_system_score_gemma":0.01487093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01454503,"about_ca_topic_score_gemma":0.02092158,"domain_scores_codex":[0.9860287,0.005037501,0.004860459,0.0007183694,0.002776552,0.000578435],"domain_scores_gemma":[0.9534691,0.01690904,0.01294371,0.001086556,0.01395463,0.001636859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001246401,0.0003248942,0.2666139,0.156868,0.003612841,0.0002392348,0.00498086,0.0009692872,0.001122273,0.00415358,0.03825268,0.521616],"study_design_scores_gemma":[0.0001820832,0.0009721045,0.7228107,0.1367471,0.003971129,0.0008040347,0.006125469,0.001101223,0.0009987026,0.001904925,0.1242125,0.0001701083],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1139036,0.7866578,0.008551851,0.0236556,0.006187412,0.002595904,0.04051869,0.0004374142,0.01749182],"genre_scores_gemma":[0.5249014,0.4002078,0.02844075,0.005202732,0.001602236,0.006813314,0.03005404,0.00009799306,0.002679662],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03131446,"threshold_uncertainty_score":0.1656087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03738517650757564,"score_gpt":0.3914861692177701,"score_spread":0.3541009927101945,"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."}}