Critical care clinics
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Critical care clinics · Oct 2024
ReviewA Clinician's Guide to Understanding Bias in Critical Clinical Prediction Models.
This narrative review focuses on the role of clinical prediction models in supporting informed decision-making in critical care, emphasizing their 2 forms: traditional scores and artificial intelligence (AI)-based models. Acknowledging the potential for both types to embed biases, the authors underscore the importance of critical appraisal to increase our trust in models. The authors outline recommendations and critical care examples to manage risk of bias in AI models. The authors advocate for enhanced interdisciplinary training for clinicians, who are encouraged to explore various resources (books, journals, news Web sites, and social media) and events (Datathons) to deepen their understanding of risk of bias.
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Critical care clinics · Oct 2024
ReviewAssessing Social Determinants of Health During Critical Illness: Implications and Methodologies.
A growing body of literature has identified social determinants of health (SDoH) as potential contributors to health disparities in pediatric critical illness. Pediatric critical care providers should use validated screening tools to identify unmet social needs and ensure appropriate referral through multisector partnerships. Pediatric critical care researchers should consider factors outside of race and insurance status and explore the association between neighborhood-level factors and disparate health outcomes during critical illness. Measuring and addressing the SDoH at the individual and neighborhood level are important next steps in mitigating health disparities for critically ill pediatric patients.
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Critical care clinics · Oct 2024
ReviewRace, Ethnicity, and Gender Disparities in Acute Myocardial Infarction.
Cardiovascular disease continues to be the leading cause of morbidity and mortality in the United States. Despite advancements in medical care, there remain persistent racial, ethnic, and gender disparity in the diagnosis, treatment, and prognosis of individuals with cardiovascular disease. In this review we seek to discuss differences in pathophysiology, clinical course, and risk profiles in the management and outcomes of acute myocardial infarction and related high-risk states. We also seek to highlight the demographic and psychosocial inequities that cause disparities in acute cardiovascular care.
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Critical care clinics · Oct 2024
ReviewRace, Ethnicity, and Gender Disparities in Management and Outcomes of Critically Ill Adults with Sepsis.
Critical care pathologies are not immune to potential social challenges in both health equity and health disparities. Over the last century, as sepsis physiology and interventions have continued to improve clinical outcomes, recognition that such improvements are not seen in all diverse populations warrants an understanding of this disproportionate success. In this review, the authors evaluate sepsis incidence and outcomes across ethnicity, race, and sex and gender, taking into account social and biological categorization and the association of sepsis-related mortality and morbidity. Further, the authors review how such issues transcend across age groups, with vulnerability to sepsis.
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Critical care clinics · Oct 2024
ReviewHealth Disparities in the Management and Outcomes of Critically Ill Children and Neonates: A Scoping Review.
To date, health disparities in critically ill children have largely been studied within, not across, specific intensive care unit (ICU) settings, thus impeding collaboration which may help advance the care of critically ill children. The aim of this scoping review is to summarize the literature intentionally designed to examine health disparities, across 3 primary ICU settings (neonatal ICU, pediatric ICU, and cardiac ICU) in the United States. We included over 50 studies which describe health disparities across race and/or ethnicity, area-level indices, insurance status, socioeconomic position, language, and distance.