Multiple Emergency Department Research Articles

Pseudogestational Sac Delaying Diagnosis of Ectopic Pregnancy: A Case Report

BackgroundDiagnosis of ectopic pregnancy can be complicated by nonspecific laboratory and radiographic findings. The multiple alternative diagnoses must be weighed against each other based on the entire clinical presentation. Case ReportWe present a case of a 20-year-old woman who arrived to the Emergency Department (ED) with abdominal pain and ended up being transferred for an Obstetrics evaluation of a possible heterotopic pregnancy. Her radiology-performed ultrasound had revealed an “intrauterine gestational sac” along with an adnexal mass near the right ovary. The patient was not undergoing assisted-reproductive fertilization, nor did she have meaningful risk factors for heterotopic pregnancy. The patient was managed expectantly over the ensuing week to see whether the intrauterine fluid was a true gestational sac. After multiple repeat ED visits, the diagnosis of ectopic pregnancy was made. Ultimately, the patient elected for surgical management of her ectopic pregnancy. Why Should an Emergency Physician Be Aware of This?This case offers a reminder of the subtleties of radiographic identification of intrauterine pregnancies and the ever-present need to “clinically correlate.”

An educational intervention in the emergency department seeking to improve COVID-19 vaccination rates among unvaccinated patients aged 20-64.

The COVID-19 vaccination rate in the US has plateaued, especially among minorities and young populations. Previous efforts within the Emergency Department (ED) setting to address this disparity have shown positive results. The ED can play a crucial role in engaging vaccine-hesitant individuals, particularly those with limited access to healthcare. By providing education, addressing concerns, and using positive framing, vaccination rates can be improved in the ED. This quality improvement project aimed to increase vaccination rates through one-on-one educational interventions and open discussions with patients. Between November 2021 and June 2022, unvaccinated adult patients aged 20 to 64 visiting a local ED in Kalamazoo, MI were approached for a discussion on COVID vaccines. A research team, trained in motivational interviewing techniques, provided an educational intervention, offering evidence-based information and resources to unvaccinated participants. A total of 37 participants were enrolled, and their demographics were recorded. The participants expressed various concerns about the vaccine, including potential side effects, speed of testing and production, perceived ineffectiveness, mistrust, and low personal risk. At the four-week follow-up, three participants (8%) had received their first dose of the COVID-19 vaccine. The study fell short of its desired sample size and the intervention failed to raise vaccination rates among ED patients. Factors like low perceived risk, vaccine hesitancy, and limited resources may have influenced these outcomes. Future research should focus on staffing, operational hours, repeated educational interventions, and targeted approaches for different populations. Improving participant recruitment through institutional engagement and involvement of multiple EDs should be explored. Addressing these factors can help inform effective interventions to increase COVID-19 vaccination rates in the ED.

FRI371 Serum Androstenedione As An Additive Biomarker In Ectopic Cushing’s Syndrome Evaluation

Abstract Disclosure: S. Zhang: None. J.C. Lo: None. M.G. Jaffe: None. H. Arzumanyan: None. Background: Ectopic Cushing’s syndrome (ECS) results from glucocorticoid excess secondary to ectopic ACTH or CRH producing tumors. Although ECS identification can be challenging when presentation lacks classic Cushing’s features, ectopic ACTH secretion can result in a key constellation of findings that facilitate early clinical recognition. We describe a case of ECS from an ACTH-producing carcinoid tumor of the lung presenting with resistant hypertension, severe hypokalemia, and muscle weakness. In addition to significant hypercortisolism, laboratory findings were notable for high androstenedione levels without concomitant increase in DHEAS and testosterone levels. Case: A 59-year-old female athlete with history of well-controlled hypertension developed difficult to control hypertension, requiring escalation to triple antihypertensive therapy within 3 months. During this time, she had multiple emergency department visits for progressive muscle weakness, hypertension, and persistent hypokalemia despite potassium supplementation. She was hospitalized for further evaluation. Physical examination was notable for bruising, muscle wasting, thin extremities, facial fullness, and disproportionate abdominal adiposity. Workup for Cushing’s syndrome demonstrated ACTH-dependent hypercortisolism and markedly elevated androstenedione 398 ng/dL (normal 20-75 ng/dL) despite normal DHEAS 48 mcg/dL (normal <430 mcg/dL) and total testosterone 11 ng/dL (normal <45 ng/dL) levels. A chest CT identified a 3.8 cm right lower lobe lung mass and transbronchial biopsy confirmed atypical carcinoid tumor. She underwent a right middle and lower lobe bilobectomy with complete tumor resection. Cortisol, androstenedione, and potassium levels rapidly normalized postoperatively, and blood pressure returned to baseline, well-controlled on monotherapy. The patient only required 3 days of hydrocortisone therapy for transient steroid withdrawal symptoms. Conclusions: Our case illustrates a difficult to diagnose uncommon disease presenting with resistant hypertension, hypokalemia and marked androstenedione elevation despite normal DHEAS and testosterone levels. This steroidogenic profile has been reported in other ECS cases and attributed to differential effects of ectopic ACTH production on adrenal androgen biosynthesis (1). Although ECS is rare and the primary lesion can be difficult to identify, disproportionate elevation in androstenedione may prompt recognition of ECS and support early detection and management. Reference: (1) Barbetta L, Dall’Asta C, Re T, Colombo P, Travaglini P, Ambrosi B. Androgen secretion in ectopic ACTH syndrome and in Cushing’s disease: modifications before and after surgery. Horm Metab Res Horm Stoffwechselforschung Horm Metab. 2001;33(10):596-601 Presentation: Friday, June 16, 2023

SAT218 Refractory Hypocalcemia From Combined Autosomal Dominant Hypocalcemia Type 2 And Postsurgical Hypoparathyroidism

Abstract Disclosure: M. Sonmez Ince: None. F. Hannan: None. N. Esfandiari: None. M. Hussain: None. M.R. Haymart: None. R.V. Thakker: None. G.A. Clines: None. Background: Autosomal dominant hypocalcemia type 2 (ADH2), due to activating mutations in GNA11, is a rare disorder that causes hypocalcemia with low or inappropriately normal PTH. Postsurgical hypoparathyroidism (PSHP) is the most common etiology for hypoparathyroidism. The patient described was afflicted by both conditions and had persistent hypocalcemia despite aggressive management. Clinical Case: A 50-year-old female was found to have an enlarged thyroid on exam and subsequently diagnosed with papillary thyroid cancer (PTC). She underwent a total thyroidectomy without parathyroid autotransplantation since parathyroid glands were not identified during intraoperative pathologic survey. Surgical pathologic examination confirmed PTC with the identification of a single and small intrathyroidal parathyroid gland. Due to the patient’s low risk (T1N0M0), radioactive iodine ablation was not performed. Before thyroidectomy, serum corrected calcium was 6.4-8.5 mg/dL (8.6-10.3 mg/dL) and PTH was 9-21 pg/mL (10-65 pg/mL) during the previous 20 years. Following thyroidectomy, the patient had multiple emergency department visits due to hypocalcemia, hand cramping, and paresthesias. The patient was diagnosed with postsurgical hypoparathyroidism: corrected calcium 5.6-6.7 mg/dL, 24-hour urine calcium 112 mg (100-300 mg/24hour), magnesium 1.4-1.9 mg/dL (1.6-2.6 mg/dL), phosphorus 3-8.2 mg/dL (2.7-4.6 mg/dL). PTH remained <6 pg/mL. The patient was then referred to an academic endocrinology. TSH, AM cortisol, 25-vitamin D, iron, ceruloplasmin, copper, and 21-hydroxylase antibody concentrations were normal. Genetic testing revealed a pathogenic GNA11 variant (c.178C>T, p.(Arg60Cys)); no mutations were identified with CASR or AP2S1. Despite aggressive management with total daily oral calcitriol up to 12 mcg daily, calcium 8 grams, and chlorthalidone, the patient required calcium infusions thrice weekly. Despite the addition of teriparatide 20 mcg BID, the patient remained dependent on calcium infusions, with improvement after the addition of IV calcitriol. Recently, continuous teriparatide delivery was started using an Omnipod insulin pump that has significantly reduced the patient’s dependence on calcium infusions with serum calcium that are now 8-9 mg/dL. Conclusion: ADH2, due to gain-of-function mutations of GNA11, that encodes the Gα11 protein, causes life-long hypocalcemia that is often asymptomatic and undiagnosed. We report here the first documented case of combined ADH2 and PSHP. This case highlights that patients with ADH2 likely have hypoplastic parathyroid glands and that caution is required with procedures that may disrupt parathyroid gland function. Furthermore, the refractory nature of this patient’s hypocalcemia may suggest that GNA11 mutations in the kidney and skeleton reduce the effectiveness of standard hypocalcemia treatments. Presentation: Saturday, June 17, 2023

Exploring the impact of missingness on racial disparities in predictive performance of a machine learning model for emergency department triage.

To investigate how missing data in the patient problem list may impact racial disparities in the predictive performance of a machine learning (ML) model for emergency department (ED) triage. Racial disparities may exist in the missingness of EHR data (eg, systematic differences in access, testing, and/or treatment) that can impact model predictions across racialized patient groups. We use an ML model that predicts patients' risk for adverse events to produce triage-level recommendations, patterned after a clinical decision support tool deployed at multiple EDs. We compared the model's predictive performance on sets of observed (problem list data at the point of triage) versus manipulated (updated to the more complete problem list at the end of the encounter) test data. These differences were compared between Black and non-Hispanic White patient groups using multiple performance measures relevant to health equity. There were modest, but significant, changes in predictive performance comparing the observed to manipulated models across both Black and non-Hispanic White patient groups; c-statistic improvement ranged between 0.027 and 0.058. The manipulation produced no between-group differences in c-statistic by race. However, there were small between-group differences in other performance measures, with greater change for non-Hispanic White patients. Problem list missingness impacted model performance for both patient groups, with marginal differences detected by race. Further exploration is needed to examine how missingness may contribute to racial disparities in clinical model predictions across settings. The novel manipulation method demonstrated may aid future research.

Epidemiology of adult injuries: A multi-center study in greater Beirut

IntroductionInjury accounts for nearly 4 million deaths and 63 million disabilities annually. The injury burden is disproportionally large in low- and middle-income countries (LMICs), including Lebanon. This study aims to examine the characteristics and patterns of adult injuries presenting at multiple emergency departments (ED) in Lebanon and further identifies factors associated with hospital admission. Materials and methodsA retrospective cross-sectional study was conducted on adult patients (aged≥16) who presented with an injury to one of the five participating EDs from June 2017 to May 2018. Pan-Asia Trauma Outcomes Study (PATOS) variables were adopted for data collection. A descriptive analysis was performed, followed by bivariate and multivariate logistic regression to identify injury risk factors for hospital admission. ResultsA total of 3,716 patients’ records were included. Most injuries were sustained by males (62.7%), patients aged between 16 and 35 years (16–25: 28%; 26–35: 22.7%), and above 65 years (15.6%). Most injuries were unintentional (94.9%). Falls were highly prevalent across all age groups (38.8%), more proclaimed among the older adults’ population (56–65:52.8%; ≥66:73.7%), followed by struck-by object (23.6%) and transport injuries (10.1%). Upper and lower extremity injuries were common across all ages. Most patients (80.9%) were treated and discharged at the ED, 11.4% were admitted to the hospital, 4.3% were transferred to other trauma care facilities, and 2 patients died in the ED. Factors positively associated with hospital admission included: older age (≥ 56 years); private insurance; spine and lower extremity injuries; fractures, cuts/open wounds, concussion, and organ injuries (p-value≤0.05; OR>1). ConclusionInjury is a neglected public health problem in many LMICs, including Lebanon. While youth and the elderly are most affected, injuries occur across all age groups. This study lays the foundation for establishing a population-based injury surveillance system, crucial for designing tailored injury prevention programs to reduce injury-related deaths and disabilities.

Using Virtual Emergency Medicine Clinicians as a Health System Entry Point (Virtual First): Cross-Sectional Survey Study.

The COVID-19 pandemic accelerated the use and acceptance of telemedicine. Simultaneously, emergency departments (EDs) have experienced increased ED boarding. With this acceptance of telemedicine and the weighty increase in patient boarding, we proposed the innovative Virtual First (VF) program to leverage emergency medicine clinicians' (EMCs) ability to triage patients. VF seeks to reduce unnecessary ED visits by connecting patients with EMCs prior to seeking in-person care rather than using traditional ED referral systems. The goal of this study is to investigate how patients' access to EMCs from home via the establishment of VF changed how patients sought care for acute care needs. VF is a synchronous virtual video visit at a tertiary care academic hospital. VF was staffed by EMCs and enabled full management of patient complaints or, if necessary, referral to the appropriate level of care. Patients self-selected this service as an alternative to seeking in-person care at a primary care provider, urgent care center, or ED. A postvisit convenience sample survey was collected through a phone SMS text message or email to VF users. This is a cross-sectional survey study. The primary outcome measure is based on responses to the question "How would you have sought care if a VF visit was not available to you?" Secondary outcome measures describe valued aspects and criticisms. Results were analyzed using descriptive statistics. There were 3097 patients seen via VF from July 2021 through May 2022. A total of 176 (5.7%) patients completed the survey. Of these, 87 (49.4%) would have sought care at urgent care centers if VF had not been available. There were 28 (15.9%) patients, 26 (14.8%) patients, and 1 (0.6%) patient that would have sought care at primary care providers, EDs, or other locations, respectively. Interestingly, 34 (19.3%) patients would not have sought care. The most valued aspect of VF was receiving care in the comfort of the home (n=137, 77.8%). For suggested improvements, 58 (33%) patients most commonly included "Nothing" as free text. VF has the potential to restructure how patients seek medical care by connecting EMCs with patients prior to ED arrival. Without the option of VF, 64.2% (113/177) of patients would have sought care at an acute care facility. VF's innovative employment of EMCs allows for acute care needs to be treated virtually if feasible. If not, EMCs understand the local resources to better direct patients to the appropriate site. This has the potential to substantially decrease patient costs because patients are given the appropriate destination for in-person care, reducing the likelihood of the need for transfer and multiple ED visits.

Behavioral Health Decision Support Systems and User Interface Design in the Emergency Department.

The objective of this qualitative study is to gauge physician sentiment about an emergency department (ED) clinical decision support (CDS) system implemented in multiple adult EDs within a university hospital system. This CDS system focuses on predicting patients' likelihood of ED recidivism and/or adverse opioid-related events. The study was conducted among adult emergency physicians working in three EDs of a single academic health system in Rhode Island. Qualitative, semistructured interviews were conducted with ED physicians. Interviews assessed physicians' prior experience with predictive analytics, thoughts on the alert's placement, design, and content, the alert's overall impact, and potential areas for improvement. Responses were aggregated and common themes identified. Twenty-three interviews were conducted (11 preimplementation and 12 postimplementation). Themes were identified regarding each physician familiarity with predictive analytics, alert rollout, alert appearance and content, and on alert sentiments. Most physicians viewed these alerts as a neutral or positive EHR addition, with responses ranging from neutral to positive. The alert placement was noted to be largely intuitive and nonintrusive. The design of the alert was generally viewed positively. The alert's content was believed to be accurate, although the decision to respond to the alert's call-to-action was physician dependent. Those who tended to ignore the alert did so for a few reasons, including already knowing the information the alert contains, the alert offering information that is not relevant to this particular patient, and the alert not containing enough information to be useful. Ultimately, this alert appears to have a marginally positive effect on ED physician workflow. At its most beneficial, the alert reminded physicians to deeply consider the care provided to high-risk populations and to potentially adjust their care and referrals. At its least beneficial, the alert did not affect physician decision-making but was not intrusive to the point of negatively impacting workflow.

A Real-World Experience: Retrospective Review of Point-of-Care Ultrasound Utilization and Quality in Community Emergency Departments.

Point-of-care ultrasound (POCUS) is commonly used in the emergency department (ED) as a rapid diagnostic tool. Emergency medicine (EM) has been an early adopter of POCUS with indications expanding over the last 10 years. While the literature describes widespread use among academic sites, there is little data on clinical POCUS utilization at non-academic EDs. We sought to describe community emergency physician (EP) use of POCUS by quantifying the number and type of studies performed, characteristics of the performing physician, and quality metrics. Prior to the study period, all EPs underwent a standardized training and credentialing program. A retrospective review of all POCUS studies across 11 non-academic EDs from October 1, 2018-September 30, 2020 was performed by fellowship-trained physicians, who identified physician, exam type, and residency graduation year. The studies were then cross-referenced with quality review reports that assessed image acquisition, image interpretation, and image labeling. We performed descriptive statistics. During the study period, 5,099 POCUS studies were performed by 170 EPs. Exams most frequently performed were cardiac (24%), focused assessment of sonography in trauma (21.7%), and pregnancy (16.2%). Recent EM residency graduates (<10 years) were higher utilizers of POCUS with a group mean of 1.3 exams per 100 patients. Of the studies done, 86% had no quality issues. Community POCUS demonstrates a heavy focus on core exams performed by recent EM residency graduates with minimal quality issues after a standardized training program. This study is the first to quantify actual community POCUS use in multiple EDs and may impact credentialing and skills maintenance requirements.

The impact of adverse financial events on healthcare utilization and treatment costs at the end of life.

6517 Background: Patients with cancer are at higher risk of bankruptcy and other adverse financial events (AFEs) compared to similar individuals without cancer. However, little is known about how AFEs affect cancer care, particularly at the end of life (EOL). We investigated the association between AFEs, healthcare utilization, and healthcare costs at the EOL among patients with cancer. Methods: Western Washington Surveillance Epidemiology and End Results (SEER) cancer registry cases were linked to credit records from TransUnion and to claims from commercial payers and Medicare. Patients with AJCC Stage I-IV solid tumors who died between January 2013 and December 2019 and who had continuous enrollment in commercial or Medicare insurance for the 6 months prior to death were included. Emergency department (ED) and inpatient (IP) visits in the last 3 months of life, place of death, and mean healthcare costs per patient (paid by insurer) were compared between patients with versus without AFEs (charge-offs, third-party collections, tax liens, delinquent mortgage payments, foreclosures, or repossessions). A multivariate logistic regression analysis was used to evaluate the association between AFEs, ED or IP visits (&gt;1 of either), and inpatient death, adjusting for sociodemographic factors, comorbidities, payer type, and cancer stage. Two-sample t tests were used to compare mean per-patient costs in the last 6 and 3 months of life among patients with versus without an AFE. Results: A total of 13,545 patients (median age 75, 54% male) were included, of which 15.6% experienced an AFE. Patients with AFEs were more likely to have multiple ED or IP visits (OR 1.19, CI 1.07-1.34) and die in a hospital (OR 1.37, CI 1.22-1.55) (Table). Younger age, higher Carlson Comorbidity Index (CCI), and being partnered were also associated with greater EOL healthcare utilization while race, sex, payer type, and cancer stage were not. Mean total healthcare costs were higher in patients with AFEs than those without in the last 6 months ($66,232, vs. $55,831, p&lt;0.0001) and 3 months ($39,664 vs. $33,638, p&lt;0.0001) of life. Conclusions: We demonstrated an independent association between AFEs as measured in credit records, increased EOL healthcare utilization, and greater per-patient costs in the months before death. These findings suggest that addressing patient financial hardship could improve their EOL experience and decrease healthcare costs. [Table: see text]

Retrospective study of cancer patients’ predictive factors of care in a large, Hungarian tertiary care centre

ObjectivesTo identify predictive factors of multiple emergency department (ED) visits, hospitalisation and potentially preventable ED visits made by patients with cancer in a Hungarian tertiary care centre.DesignObservational, retrospective study.SettingA large,...

Exploring the imaging features and treatment options of Mirizzi syndrome

The patient is a 54-year-old female who presented to the emergency department for episodic right biliary colic with nausea and vomiting over the past year. The patient's symptoms warranted multiple emergency department visits, but were self-limiting. During the most recent visit, the patient had a low-grade fever of 99.8°F (96.8°F-99.5°F) and a borderline elevated total bilirubin of 1.2 (0.2-1.2 mg/dL). Abdominal ultrasound revealed cholelithiasis, gallbladder wall thickening, and biliary ductal dilatation. Subsequent MRCP revealed an impacted stone within the gallbladder neck and a prominent common hepatic duct, compatible with Mirizzi syndrome Type I. The obtained imaging combined with clinical correlation in the setting of jaundice and right upper quadrant pain guided the patient's management. A laparoscopic cholecystectomy was performed and the patient was safely discharged the following day.

Predictors of Delayed Diagnosis of Pediatric CNS Tumors in the Emergency Department.

Central nervous system (CNS) tumor diagnoses are frequently delayed in children, which may lead to adverse outcomes and undue burdens on families. Examination of factors associated with delayed emergency department (ED) diagnosis could identify approaches to reduce delays. We performed a case-control study using data from 2014 to 2017 for 6 states. We included children aged 6 months to 17 years with a first diagnosis of CNS tumor in the ED. Cases had a delayed diagnosis, defined as 1 or more ED visits in the 140 days preceding tumor diagnosis (the mean prediagnostic symptomatic interval for pediatric CNS tumors in the United States). Controls had no such preceding visit. We included 2828 children (2139 controls, 76%; 689 cases, 24%). Among cases, 68% had 1 preceding ED visit, 21% had 2, and 11% had 3 or more. Significant predictors of delayed diagnosis included presence of a complex chronic condition (adjusted odds ratio [aOR], 9.73; 95% confidence interval [CI], 6.67-14.20), rural hospital location (aOR, 6.37; 95% CI, 1.80-22.54), nonteaching hospital status (aOR, 3.05, compared with teaching hospitals; 95% CI, 1.94-4.80), age younger than 5 years (aOR, 1.57; 95% CI, 1.16-2.12), public insurance (aOR, 1.49, compared with private; 95% CI, 1.16-1.92), and Black race (aOR, 1.42, compared with White; 95% CI, 1.01-1.98). Delayed ED diagnosis of pediatric CNS tumors is common and frequently requires multiple ED encounters. Prevention of delays should focus on careful evaluation of young or chronically ill children, mitigating disparities for Black and publicly insured children, and improving pediatric readiness in rural and nonteaching EDs.

A Novel Multidisciplinary Team Activation for Patients with Severe Gastrointestinal Bleeding: Creation of the Code GI Bleed Protocol.

Patients with gastrointestinal (GI) bleeding present to the emergency department (ED) with a wide spectrum of illness severity. Among the most critically ill patients, comorbidities and other risk factors, such as liver disease and anticoagulation, can complicate their management. These patients are resource-intensive to stabilize and resuscitate, often requiring the continuous attention of multiple ED staff members along with rapid mobilization of specialty care. At a tertiary care hospital with the ability to provide definitive care for the most critically ill patients with GI bleeding, we introduced a multi-disciplinary team activation pathway to bring together specialists to immediately respond to the ED. We designed a Code GI Bleed pathway to expedite hemodynamic stabilization, diagnostics, source control, and timely disposition out of the ED to the intensive care unit or relevant procedural area of the hospital.

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. This retrospective cohort study included patients admitted to 1 of 6 affiliated pediatric emergency department or urgent care sites who were intubated with an induction agent and neuromuscular blocker between January 2016 and December 2021. Patients were excluded if they were intubated in the setting of status epilepticus or cardiac arrest. Stepwise logistic regression identified factors associated with appropriately timed PIS. A total of 283 patients met the inclusion criteria (mean age, 8 ± 7.6 years; 56% male). Two hundred thirty-eight patients (83%) received some form of PIS (105 [37%] received appropriately timed PIS and 133 [47%] received delayed PIS), and 45 patients (16%) received no PIS. The median time to receive PIS following administration of the induction agent was 21 minutes (interquartile range, 11-40 minutes). Patients induced with fentanyl were the least likely to receive PIS, whereas patients induced with etomidate were the most likely. However, because of the short duration of etomidate, most patients induced with etomidate failed to receive PIS in a timely manner. 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.

An Underrecognized Cause of Recurrent Nocturnal Syncope with a Pacemaker: Sleep Rate Mode

BackgroundNocturnal syncope is a common presentation in the emergency department, often related to orthostatic hypotension and subsequent loss of cerebral perfusion when patients get up from sleep to use the restroom faster than their cardiac output and vascular tone can accommodate. Poor hydration status and antihypertensive medications can increase this risk. Patients with syncope who present to the emergency department with a pacemaker are usually evaluated with a pacemaker interrogation to evaluate for runs of nonperfusing rhythms (e.g., ventricular tachycardia or fibrillation). Sleep rate mode (SRM) is a relatively new feature of modern pacemakers and is not currently recognized by emergency physicians. It was implemented to accommodate more physiologic fluctuations in heart rate during rapid eye movement sleep. There is a paucity of evidence supporting the clinical benefit of SRM and similarly no documentation of prior complications of SRM in the current literature. Case ReportWe report the case of a 92-year-old woman with a Medtronic Avisa pacemaker presenting with recurrent nocturnal syncope and bradycardia resulting in multiple emergency department visits. These episodes ultimately resolved by turning off SRM on her pacemaker. Why Should an Emergency Physician Be Aware of This?SRM is not currently flagged on interrogation report summaries provided to emergency physicians. This report highlights the importance of recognizing this mode as a potential etiology of nocturnal syncope related to chronotropic incompetence in patients with pacemakers.

85 - Sustaining a Median of 60 Minutes or Less for Time to First Antibiotic for Febrile Neutropenic Patients Using the Oncology ALERT Program across Multiple Network Emergency Departments

85 - Sustaining a Median of 60 Minutes or Less for Time to First Antibiotic for Febrile Neutropenic Patients Using the Oncology ALERT Program across Multiple Network Emergency Departments

Rates of unplanned hospital care in Black Americans with pancreatic cancer.

666 Background: Individuals with cancer are more likely to visit an emergency department (ED) for issues both related and unrelated to their cancer than individuals without cancer, but data are lacking regarding what subpopulations are most vulnerable. Here, we assessed the characteristics of patients with pancreas cancer across the Northwell Health system who had multiple ED visits. Methods: An IRB-approved retrospective chart review of patients with pancreas cancer diagnosed between 2015 through 2021 was conducted. Patients with &gt; 3 ED visits were defined as high utilization and patients with 0 ED visits were defined as low utilization. Demographic and clinical features were recorded. Median income was extrapolated by zip code using data from the US Census Bureau. Generalized logistic regression models were constructed to analyze characteristics associated with high ED utilization. Results: The cohort consisted of 658 patients, among whom 181 individuals met criteria for high utilization and 140 met criteria for low utilization. Stage, age, gender, ethnicity, history of pancreatitis, median income, preferred language, establishment with primary care provider, and establishment with medical oncologist had no significant association with high utilization. Race (OR: 2.8; p = 0.002) and substance abuse (OR: 4.43; p = 0.02) were the strongest predictors of high ED utilization. We observed that 14% of the individuals who were Black had a history of substance abuse. Conclusions: Our analysis identified a striking and concerning association between high utilization of the ED and patients who are Black or who have a history of substance abuse. Substance abuse may contribute to high ED utilization among Black Americans, however, 86% had no history of substance abuse, suggesting that other causal factors are at play. These results compel further investigation into these casual factors to guide the development of health equity interventions to address these disparities.[Table: see text]

Collaborative Decision-Making Method of Emergency Response for Highway Incidents

With the continuous increase in highway mileage and vehicles in China, highway accidents are also increasing year by year. However, the on-site disposal procedures of highway accidents are complex, which makes it difficult for the emergency department to fully observe the accident scene, resulting in the lack of sufficient communication and cooperation between multiple emergency departments, making the rescue efficiency low and wasting valuable rescue time, and causing unnecessary injury or loss of life due to the lack of timely assistance. Thus, this paper proposes a multi-agent-based collaborative emergency-decision-making algorithm for traffic accident on-site disposal. Firstly, based on the analysis and abstraction of highway surveillance videos obtained from the Shaanxi Provincial Highway Administration, this paper constructs an emergency disposal model based on Petri net to simulate the emergency on-site disposal procedures. After transforming the emergency disposal model into a Markov game model and applying it to the multi-agent deep deterministic strategy gradient (MADDPG) algorithm proposed in this paper, the multiple agents can optimize the emergency-decision-making and on-site disposal procedures through interactive learning with the environment. Finally, the proposed algorithm is compared with the typical algorithm and the actual processing procedure in the simulation experiment of an actual Shaanxi highway traffic accident. The results show that the proposed emergency-decision-making method could greatly improve collaboration efficiency among emergency departments and effectively reduce emergency response time. This algorithm is not only superior to other decision-making algorithms such as genetic algorithm (EA), evolutionary strategy (ES), and deep Q network (DQN), but also reduces the disposal processes by 28%, 28%, and 42%, respectively, compared with the actual disposal process in three emergency disposal cases. In summary, with the continuous development of information technology and highway management systems, the multi-agent-based collaborative emergency-decision-making algorithm will contribute to the actual emergency response process and emergency disposal in the future, improving rescue efficiency and ensuring the safety of individuals.

Risk Factors for Return Visits to the Pediatric Emergency Department: Systematic Search and Review

Objectives Return visits (RVs) to the emergency department (ED) has always been a major concern. RVs to the emergency department are a big burden on the healthcare system as its cost is higher than the cost of the initial visit. This review was performed to identify factors associated with risk of RVs to the pediatric ED. Methods and Analysis An investigator searched Medline, Embase, Cochrane Library and Web of Science. Studies were identified by using MeSH and keywords and included RVs to the pediatric ED up to 1 year a primary outcome. All studies were screened by two independent reviewers for eligibility and in case of disagreement, a meeting was held to discuss the problematic studies and a consensus was achieved. Results The search identified 539 reports from which 28 articles were included. Data was then extracted from the included studies according to a preset format. The exposures were grouped in 3 different groups: very probable, possible, and less likely. As a result, young age, language barrier and high acuity were identified as very probable risk factors. Having a public insurance or with low income, patients with comorbidities and patients who had multiple previous ED visits were found to be possible risk factors for return visits. Conclusion Young age, high acuity and language barrier among others are risk factors for return visits to the pediatric ED. Physicians should be aware of these factors and have a low threshold for admission or a good discharge plan for patients with one or more factors.