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Introduction: Accurate and rapid triage can reduce undertriage and overtriage, which may improve emergency department flow. This study aimed to identify the effects of a prospective study applying artificial intelligence-based triage in the clinical field., Design: Systematic review of prospective studies., Methods: CINAHL, Cochrane, Embase, PubMed, ProQuest, KISS, and RISS were searched from March 9 to April 18, 2023. All the data were screened independently by three researchers. The review included prospective studies that measured outcomes related to AI-based triage. Three researchers extracted data and independently assessed the study's quality using the Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) protocol., Results: Of 1633 studies, seven met the inclusion criteria for this review. Most studies applied machine learning to triage, and only one was based on fuzzy logic. All studies, except one, utilized a five-level triage classification system. Regarding model performance, the feed-forward neural network achieved a precision of 33% in the level 1 classification, whereas the fuzzy clip model achieved a specificity and sensitivity of 99%. The accuracy of the model's triage prediction ranged from 80.5% to 99.1%. Other outcomes included time reduction, overtriage and undertriage checks, mistriage factors, and patient care and prognosis outcomes., Conclusion: Triage nurses in the emergency department can use artificial intelligence as a supportive means for triage. Ultimately, we hope to be a resource that can reduce undertriage and positively affect patient health., Protocol Registration: We have registered our review in PROSPERO (registration number: CRD 42023415232)., (© 2024 The Author(s). Journal of Nursing Scholarship published by Wiley Periodicals LLC on behalf of Sigma Theta Tau International.)

Background: There is a discrepancy in the surgical and endoscopic literature for managing duodenal perforations. Although often managed conservatively, surgical repair is the standard treatment for duodenal perforations. This contrasts with the gastroenterology literature, which now recommends endoscopic repair of duodenal perforations, which are more frequently iatrogenic from the growing field of advanced endoscopic procedures. This study aims to provide a scoping review to summarize the current literature content and quality on endoscopic repair of duodenal perforations., Methods: The protocol for performing this scoping review was outlined by the Joanna Briggs Institute. All studies that reported primary outcomes of patients who had undergone endoscopic repair of duodenal perforations before February 2022, regardless of perforation etiology or repair type were reviewed, with studies after 1999 meeting inclusion criteria. The study excluded articles that did not report clinical outcomes of endoscopic repair, articles that did not describe where in the gastrointestinal tract the endoscopic repair occurred, pediatric patients, and animal studies., Results: 7606 abstracts were screened, with 474 full articles reviewed and 152 studies met inclusion criteria. 560 patients had duodenal perforations repaired endoscopically, with a technical success rate of 90.4% and a survival rate of 86.7%. Most of these perforations (74.5%) were iatrogenic from endoscopic procedures or surgery. Only one randomized control trial (RCT) was found, and 53% of studies were case reports., Conclusion: These results suggest that endoscopic repair could emerge as a viable first-line treatment for duodenal perforation and highlight the need for more high-quality research in this topic., (© 2024. The Author(s).)

Objectives: Despite numerous published concept analyses of nursing competency, the specific understanding of trauma nursing competency in emergency departments remains limited, with no clear definition. This study aimed to clarify the definitions and attributes of trauma nursing competencies in emergency departments., Design: Walker and Avant's method was used to clarify the concept of trauma nursing competency in emergency departments., Data Sources: PubMed, EMBASE, CINAHL and RISS were searched from inception to 23 April 2023., Eligibility Criteria: Relevant studies that included combinations of the terms 'nurse', 'nursing', 'emergency', 'trauma', 'competency', 'capability' and 'skill' were selected. We restricted the literature search to English and Korean full-text publications, with no limit on the publication period; grey literature was excluded., Data Extraction and Synthesis: This study uses defining attributes, antecedents and consequences extracted through data analysis. To aid comprehension of the model, related and contrary cases of the concept were created, and empirical referents were defined., Results: After excluding duplicates, irrelevant studies, incomplete texts and articles unrelated to the context and study population, 15 of the initial 927 studies were included. Five additional studies were added after a manual search of the references. The final concept analysis therefore included 20 studies. The attributes of trauma nursing competency for emergency nurses included 'rapid initial assessments considering injury mechanisms', 'priority determinations based on degrees of urgency and severity', 'clinical knowledge of trauma nursing', 'skills of trauma nursing', 'interprofessional teamwork' and 'emotional care'., Conclusions: The concept analysis revealed that it is possible to promote the enhancement and development of trauma nursing competency in emergency departments across various contexts, such as clinical practice, education, research and organisational settings. This could ultimately improve trauma nursing quality and treatment outcomes., Competing Interests: Competing interests: None declared., (© Author(s) (or their employer(s)) 2024. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.)

We investigated if caregiving intensity and duration affected cardiovascular disease (CVD) risks and diagnosis and whether the relationship differed by race and ethnicity in family caregivers (FCGs) of persons with dementia. We conducted a secondary analysis of the 2015-2020 CDC Behavioral Risk Factor Surveillance System data using a logistic regression analysis. A total of 6132 dementia FCGs were included. We found that the more time FCGs spent providing care per week (intensity) or over time (duration), the more likely they reported CVD risks and diagnosis. However, the associations between caregiving intensity and CVD risks and diagnosis did not differ by race and ethnicity, nor did the associations between caregiving duration and the outcomes. These findings suggest future studies should be conducted to develop preventive strategies for FCGs' cardiovascular health. Further work is needed to identify the impact of race and ethnicity on the relationship between caregiving conditions and CVD with larger samples of racial and ethnic minorities., Competing Interests: Declaration of competing interest The authors declare that there is no conflict of interest., (Copyright © 2024 Elsevier Inc. All rights reserved.)