The American journal of emergency medicine
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Multicenter Study
Supervised classification techniques for prediction of mortality in adult patients with sepsis.
Sepsis mortality is still unacceptably high and an appropriate prognostic tool may increase the accuracy for clinical decisions. ⋯ Deep learning and AI are increasingly used as support tools in clinical medicine. Their performance in a syndrome as complex and heterogeneous as sepsis may be a new horizon in clinical research. SVM and ANN seem promising for improving sepsis classification and prognosis.
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Multicenter Study
Association between patient-physician gender concordance and patient experience scores. Is there gender bias?
Patient satisfaction, a commonly measured indicator of quality of care and patient experience, is often used in physician performance reviews and promotion decisions. Patient satisfaction surveys may introduce gender-related bias. ⋯ Female patients prefer female emergency physicians but were less satisfied with their physician and emergency department visit overall. Over-representation of female patients on patient satisfaction surveys introduces bias. Patient satisfaction surveys should be deemphasized from physician compensation and promotion decisions.
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Letter Multicenter Study
Community-based study of cannabis hyperemesis syndrome.
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Multicenter Study Comparative Study
Unscheduled Care Access in the United States-A Tale of Two Emergency Departments.
Rural communities face challenges in accessing healthcare services due to physician shortages and limited unscheduled care capabilities in office settings. As a result, rural hospital-based Emergency Departments (ED) may disproportionately provide acute, unscheduled care needs. We sought to examine differences in ED utilization and the relative role of the ED in providing access to unscheduled care between rural and urban communities. ⋯ The use and role of EDs by Medicare beneficiaries appears to be substantially different between urban and rural areas. This suggests that the ED may play a distinct role within the healthcare delivery system of rural communities that face disproportionate barriers to care access.
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Multicenter Study
Barriers to medication adherence in the emergency department: A cross-sectional study.
Medication nonadherence is a common problem that leads to increased healthcare utilization. It is unclear how patient insight and attitude towards their medications affect adherence in the ED. Furthermore, it is unclear how perceived medication importance differs between patients and ED physicians. ⋯ These data suggest that there is a difference in perceived medication importance between ED physicians and ED patients. Knowledge of a medication's purpose is significantly associated with perceived importance, while this importance appears to be significantly associated with compliance. These results suggest that concerted efforts by ED physicians and staff to educate patients on the utility and importance of their medications may improve adherence.