Articles: emergency-department.
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The emergency department (ED) triage process serves as a crucial first step for patients seeking acute care, This initial assessment holds crucial implications for patient survival and prognosis. In this study, a systematic review of the existing literature was performed to investigate the performance of machine learning (ML) models in recognizing and predicting the need for intensive care among ED patients. ⋯ ML models have demonstrated good performance in identifying and predicting critically ill patients in ED triage. However, because of the limited number of studies on each model, further high-quality prospective research is needed to validate these findings.
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Pediatric emergency care · Nov 2023
Postintubation Sedation Practices Within Multiple Emergency Departments Across a Large Pediatric Health Care Organization.
Children requiring rapid or standard sequence intubation are at risk of experiencing paralysis without adequate sedation when the duration of neuromuscular blockade exceeds the duration of sedation provided by the induction agent. The objective of this study was to evaluate the rate of appropriately timed postintubation sedation (PIS; defined as the administration of PIS before the clinical effects of the induction agent have dissipated) in patients requiring intubation across multiple emergency department/urgent care sites within a large pediatric health care organization. ⋯ Delayed PIS is common and may result in periods of ongoing paralysis without adequate sedation. Emergency department providers and pharmacists must recognize the brevity of some induction agents and provide more timely PIS.
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Identifying higher risk groups could reveal ways to prevent critical emergency department (ED) revisits. The study objectives were to determine the rate of critical ED revisits among children discharged from the ED and to identify factors associated with critical revisits. ⋯ Critical revisits after ED discharge were uncommon among children in our study sample, with revisits resulting in patient death within 3 days of an ED discharge being rare. Given the short time interval between ED discharges, however, future research should focus on understanding higher risk patients among those with asthma and a history of complex chronic conditions.
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Observational Study
Profile and Outcomes of Emergency Department Mental Health Patient Presentations Based on Arrival Mode: A State-Wide Retrospective Cohort Study.
People arriving to the emergency department with mental health problems experience varying and sometimes inferior outcomes compared with people without mental health problems, yet little is known about whether or how their arrival mode is associated with these outcomes. This study describes and compares demographics, clinical characteristics, and patient and health service outcomes of adult mental health emergency department patient presentations, based on arrival mode: brought in by ambulance, privately arranged transport, and brought in by police. ⋯ Discrepancies between arrival modes indicates a need for further investigation to support inter- and intra-agency mental health care interventions.
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Physical restraints are used in the emergency department (ED) for agitated patients to prevent self-harm and protect staff. Prior studies identified associations between sociodemographic factors and ED physical restraints use. ⋯ At this institution, certain sociodemographic characteristics were associated with receiving both types of physical restraint. Emergency physicians also differed in restraint-ordering practice. Further investigation is needed to understand the influence of implicit bias on ED restraint use.