Emerg. Care Med., Volume 3, Issue 1 (March 2026) – 11 articles

Background/Objectives: Retrospective projects including audits and observational research advance the practice of emergency medicine but face methodological challenges affecting data quality. This guideline presents an 11-step framework to guide the conduct of high-quality retrospective projects, minimizing bias and enhancing reproducibility for clinicians. Methods: The stepped approach mirrors the standard sections of a study protocol but reframes them as guiding questions to make each section’s content and purpose more practical, intuitive, and clear for users. Conclusions: This framework equips clinicians with a practical entry point to retrospective study design, distilling methodological nuances and strategies to bridge theory and application. Systematic adherence promotes rigor, reduces bias, and elevates retrospective chart review from a convenient tool to a robust method for evaluating practice patterns, interventions, and quality improvement in emergency care. Implementation also fosters a culture of evidence-based inquiry essential to advancing emergency medicine. Full article

Introduction: Large language models (LLMs) have proven effective in many different fields, including the allocation of scarce resources. Triage within emergency departments (ED) is a core process that ensures the sickest patients are seen in a timely manner. Relatively little research has examined the use of existing LLMs in the triage process. Methods: 12 widely available LLMs were provided with real-world patient triage vital sign data from an academic trauma center in a major metropolitan area. The LLMs were asked to assign a triage score to each patient based on this information alone. The deviation between each LLM triage score and the real-world triage score for each patient was calculated, and the absolute value of the deviation was calculated and then averaged across the entire dataset per LLM. The average absolute value of deviation (AAVD) could then be used to compare LLMs against each other. All LLMs were blinded to the real-world triage score and received no additional training or instruction. Results: The models with the highest concordance with real-world triage scores were Claude Sonnet 4.5 (AAVD: 0.37; 62.37% concordance), ChatGPT-5 Instant (AAVD: 0.39; 62.89% concordance), and Claude Opus 4.1 (AAVD: 0.40; 62.37% concordance). The least accurate models were Gemini 2.5 Flash (AAVD: 0.42; 43.81% concordance), ChatGPT-4o Mini (AAVD: 0.49; 45.36% concordance), and ChatGPT-o3 (AAVD: 0.48; 48.45% concordance). Conclusions: This study analyzes the ability of LLMs to triage emergency department patients based primarily on vital sign data. Certain LLMs demonstrated moderate concordance with real-world triage scores. LLMs may be able to synthesize objective vital sign data and provide a triage recommendation. Further study could involve clinical validation against patient outcomes. Full article

Background: Lemierre’s syndrome (LS), previously termed the “forgotten disease” after the introduction of modern antibiotics, is a rare and potentially fatal infection of the neck resulting in septic thrombophlebitis of the internal jugular and other neck veins. In recent years, there has been an increased resurgence of this disease, or at least in its detection, and it remains an important diagnosis with life-threatening potential to consider when presenting with multifocal cavitary pneumonia. Fusobacterium necrophorum, an obligate anaerobic Gram-negative bacterium, is the most isolated culprit organism involved in this condition; however, it is often fastidious and difficult to culture. The use of 16s rRNA gene sequencing can aid in this diagnosis when uncertainty exists. Methods: This case report describes an otherwise healthy 17-year-old male with a history of regular vaping presenting with upper respiratory infectious symptoms who was ultimately diagnosed with multifocal necrotizing pneumonia. In this case, there was initial diagnostic uncertainty as traditional microbiologic culture mechanisms failed to identify a causative organism for tailored antimicrobial treatment. This was despite direct empyema fluid analysis and pulmonary-bronchial biopsy. Novel gene sequencing was performed using 16s rRNA typing, a promising new way to identify a catalog of host organisms, detecting F. necrophorum. This diagnosis prompted further diagnostic imaging of the neck, confirming a small internal jugular clot and diagnosis of LS. Results: This case highlights the need for suspicion of LS in patients presenting with multifocal pneumonia. Furthermore, it re-iterates the idea of culture-negative infections, whereby fastidious organisms or tissue samples do not readily provide a diagnosis. Lastly, it further introduces hypotheses regarding the use of vaping as a possible associated factor for significant infection and lung injury. Conclusions: The use of 16s rRNA sequencing for the detection of fastidious, opportunistic organisms is another tool for physicians to ensure additional diagnostic clarity and appropriate treatment. Full article

Background: One in four U.S. adults aged ≥65 years experiences a fall annually, leading to substantial injury and morbidity. Functional limitations may serve as early markers of vulnerability to fall injury. We aimed to estimate temporal trends and the association between functional limitation and fall injuries among community-dwelling older adults. Methods: For this retrospective cohort study, we pooled 2006–2017 National Health Interview Survey data and identified older adult survey respondents. Functional limitation, defined as any reported difficulty performing daily activities, and fall injury, defined as occurring within three months prior to the interview, were measured as binary variables. We controlled for sociodemographic, self-rated health, healthcare access, and physical activity factors. We reported the yearly trend in fall injury and functional limitations and performed survey-weighted univariable and multivariable logistic regression analyses, accounting for potential confounders. Results: Our sample comprised 79,891 older adults, of whom 66% reported functional limitations and 2.3% reported a fall injury within 3 months of their interview. The prevalence of functional limitation increased from 61.8% in 2007 to 68.4% in 2017 (p < 0.001). Also, the fall injury rates ranged from 1.8% to 2.6% during the same period. Older adults with functional limitations were more likely to report fall injuries (3.2% vs. 1.1%, p < 0.001). After adjustment, functional limitation was associated with a two-fold higher odds of fall injury (OR = 2.03, 95% CI 1.71–2.40). Conclusions: Functional limitations are highly prevalent and increasing among older U.S. adults, doubling the likelihood of fall injury occurrence. Full article

Foreign body ingestion (FBI) is a common pediatric emergency, particularly among children aged 3–6 years and those with developmental delays. While most ingestions are benign, certain high-risk objects, including button batteries, rare earth magnets, water beads, and sharp objects, require prompt identification and intervention to prevent significant morbidity and mortality. This narrative review synthesizes current epidemiology, injury mechanisms, diagnostic strategies, and evolving management guidelines for these high-risk ingestions, emphasizing the importance of timely intervention, standardized protocols, and ongoing advocacy for product safety and public education. Full article

Introduction: Stroke remains the second leading cause of death worldwide and a major cause of long-term disability. Approximately 87% of strokes are ischemic, and 30% of these are large vessel occlusions (LVOs). Early recognition of LVOs and rapid transport to a comprehensive stroke center (CSC) capable of MT are critical to improving outcomes. Accurately predicting LVOs in prehospital settings remains chall29enging. Several triage scales have been developed to aid early detection, but their diagnostic accuracy varies across studies. This study compares the performance of commonly used prehospital LVO scales by pooling published data to identify which tools best support emergency medical services (EMS) in optimizing triage and improving outcomes. Methods: A systematic search, following the Cochrane Library, of PubMed, Scopus, and Web of Science identified studies evaluating prehospital LVO triage scales using standardized search terms. Diagnostic accuracy measurements were extracted, and a pooled analysis was completed to compare scores. Results: From 743 unique articles, 15 studies evaluating prehospital large vessel occlusion (LVO) triage scales were included. Pooled log diagnostic odds ratios (DORs) indicated that RACE demonstrated the highest discriminative performance (2.367 [1.943–2.792]), followed by LAMS (2.228 [1.987–2.470]). The lowest scores were from the PASS (1.992 [1.758–2.227]) and C-STAT (1.886 [1.652–2.119]) scales. Conclusions: Among prehospital triage scales, RACE demonstrated the highest accuracy for LVO detection, followed by LAMS and G-FAST. Variation in scores may indicate inconsistency in performing the tests or the complexity of the questions. These findings support a personalized approach to choosing an LVO identification scale based on the resources available. Full article

Background: Behavioural cues observed during emergency department (ED) triage may provide additional information on patient acuity. We conducted an exploratory pilot study to investigate whether mobile phone use observed during ED triage was associated with hospital admission. Methods: We performed a retrospective, single-centre study including all adult ED attendances between 1 January 2019 and 30 June 2025. Demographics, triage category, mobile phone use documented by nursing staff during waiting time, and hospital admission were extracted from the electronic health record. The primary outcome was hospital admission, with a secondary analysis restricted to low-priority triage categories. Results: Among 423,267 ED visits, the overall admission rate was 20.9%. Mobile phone use was documented in 171 patients (0.04%), of whom 4.7% were admitted (p < 0.001). In low-priority patients (n = 336,160), admission was 4.5% among those using a phone compared with 13.2% overall (p = 0.001). Conclusions: Mobile phone use observed during ED triage was associated with lower hospital admission rates and may represent a simple behavioural adjunct to conventional triage assessment. Full article

Background/Objectives: Emergency department short-stay units (ED SSUs) manage patients requiring short-term observation and treatment. For a small number of patients, a longer hospital admission is required. Care for these patients is provided by an inpatient team and the responsibility for managing acute clinical deterioration falls to a rapid response team, activated by an emergency call. While emergency calls have primarily been a feature of the inpatient setting, admitted patients are increasingly boarding within ED SSUs and the occurrence and impact of emergency calls in this setting remains largely unreported. This study aimed to determine the incidence and characteristics of emergency calls within an ED SSU, describing patient demographics, clinical triggers, and outcomes. Methods: This retrospective cohort study utilised the Tasmanian Emergency Care Outcomes Registry (TECOR) to analyse emergency calls in the ED SSU of a tertiary emergency department between 1 February 2024 and 28 February 2025. Inclusion criteria were defined as adult patients (≥14 years) admitted to an inpatient service who had emergency calls whilst in the ED SSU. Descriptive statistics were used to characterise this cohort. Results: Of 83,238 ED presentations, 11,775 adult patients were transferred to the ED SSU. 1464 (12.4%) of these patients were subsequently admitted under an inpatient service but remained boarding in the ED SSU, with 54 emergency calls occurring in 38 unique patients (2.6%). The median age was 81.5 years (IQR 65–86), older than both the main ED cohort with a median age of 71 years, and median ages of 65 to 69.5 years reported in ward-based cohorts. Most calls were medical emergency team (MET) activations (52, 96.30%) with only 2 (3.7%) code blues. The most common triggers were hypotension (20, 37.04%), reduced level of consciousness (7, 12.96%) and serious concern (7, 12.96%). Delays occurred in 18.52% of calls (mean 82 min). The median ED SSU length of stay for patients having an emergency call was 40.15 h, substantially exceeding the intended ED SSU admission criteria threshold of 24 h. Goals of care remained incomplete in 33.33% of calls, even after emergency team review. Conclusions: ED SSU emergency calls are infrequent but clinically significant, involving an elderly, vulnerable population with late sign triggers and prolonged boarding. These findings highlight fundamental mismatches between patient acuity and ED SSU environment capabilities, emphasising the need for improved monitoring, more selective admission criteria, and enhanced systems for recognising deterioration for patients boarding in ED SSUs. Full article

Background: Not all ambulance missions result in patient transport, often referred to as non-conveyance. However, in some cases, patients discharged at the scene may require further examination and treatment. Patient sex, age, and psychiatric disease seem to be factors associated with non-conveyance. This study aimed to identify and characterise patients not transported following an urgent ambulance mission, and to examine subsequent hospital admission and mortality rates. In addition, we wanted to examine their reasons for calling the Emergency Medical Communication Centre (EMCC). Methods: This retrospective study was conducted for the emergency medical system of Norway’s second-largest city. Data, including information from non-conveyed patients involved in acute or urgent ambulance missions over 1 year, were obtained from the EMCC. The frequency of non-conveyance, patient demographics, and incidence of hospital admissions within 72 h were analysed. Furthermore, the 30-day mortality, predictive factors, and reasons for contacting the EMCC were determined. Results: Out of a total of 22,183 ambulance missions, 7.3% of patients were not conveyed, of whom 5.8% were admitted to hospital within 72 h. The 30-day mortality rate among all non-conveyed patients was 2.4%, whereas 2.1% of hospitalised patients died within 30 days. Psychiatric conditions were frequently observed in both groups. The mortality rate increased significantly with age but was not associated with the number of ambulance requests. Furthermore, 30-day mortality was not significantly associated with sex, time of day, day of the week, or rurality. Conclusions: Our data suggests that there is no difference between the short-term outcomes of non-conveyed and conveyed patients; both groups are equally likely to come to harm. Therefore, the factors influencing non-transportation decisions warrant further investigation. Subsequent events following patient discharge should be routinely collected by ambulance services and monitored for learning and to improve the quality of patient care. Full article

Background/Objectives: Rapid sequence intubation (RSI) involves nearly simultaneous administration of a rapid-acting induction agent and a neuromuscular blocking agent (NMBA) to facilitate ideal intubation conditions. The NMBAs most commonly used for RSI are succinylcholine and rocuronium, which cause paralysis for 5–15 min and 45–70 min, respectively. Awareness with paralysis can occur in patients who are given longer-acting NMBAs with delayed initiation of post-intubation sedation or insufficient sedation depth. The previous literature has associated the use of rocuronium with a significantly longer time to sedation and analgesia. However, a recent study found no difference. The purpose of this study was to assess the association between paralytic agent choice and time to initiation of analgesia and/or sedation after RSI in the emergency department (ED) of a large tertiary care hospital. Methods: This study was an institutional review board (IRB)-approved, single-center, retrospective cohort evaluation of adult patients (≥18 years of age) who received succinylcholine or rocuronium following administration of an induction agent in the ED for RSI during the study time period. The primary outcome was time to initiation of post-intubation analgesia and/or sedation. Continuous data were analyzed by using Mann–Whitney U or Student’s t-test, and categorical data were analyzed using the Chi Square test or Fisher’s Exact test. Results: A total of 400 patients were included in this study. The median time to sedation with succinylcholine was 9 min compared to 14 min with rocuronium (p < 0.01). No significant differences were identified in the baseline characteristics or secondary outcomes related to induction agent choice or ED length of stay. Conclusions: The results of this study further support that the use of rocuronium for RSI is associated with a significantly longer time to sedation and/or analgesia, making emergency medicine provider awareness essential for minimizing the risks associated with inadequate post-intubation sedation. Full article

Dizziness is one of the most common reasons for presentation to emergency departments (EDs). While excellent reviews exist on distinguishing central from peripheral vestibular causes, the aim of this article is different. Instead of focusing on this classic differentiation, dizziness as a nonspecific symptom will be addressed. Practical considerations will be outlined to help avoid missing red flags. Emphasis is placed on history-taking and clinical examination, supported by statistical reasoning. It will be argued that this approach does not require additional time—an especially valuable resource in the ED—and may even reduce overall time expenditure without compromising diagnostic accuracy. Full article