The American journal of emergency medicine
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Comparative Study
Comparison of emergency medicine specialist, cardiologist, and chat-GPT in electrocardiography assessment.
ChatGPT, developed by OpenAI, represents the cutting-edge in its field with its latest model, GPT-4. Extensive research is currently being conducted in various domains, including cardiovascular diseases, using ChatGPT. Nevertheless, there is a lack of studies addressing the proficiency of GPT-4 in diagnosing conditions based on Electrocardiography (ECG) data. The goal of this study is to evaluate the diagnostic accuracy of GPT-4 when provided with ECG data, and to compare its performance with that of emergency medicine specialists and cardiologists. ⋯ Our study has shown that GPT-4 is more successful than emergency medicine specialists in evaluating both everyday and more challenging ECG questions. It performed better compared to cardiologists on everyday questions, but its performance aligned closely with that of the cardiologists as the difficulty of the questions increased.
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To develop and externally validate models based on neural networks and natural language processing (NLP) to identify suspected serious infections in emergency department (ED) patients afebrile at initial presentation. ⋯ We developed and validated models to identify suspected serious infection in the ED. Extracted information from initial ED physician notes using NLP contributed to increased model performance, permitting identification of suspected serious infection at early stages of ED visits.
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A 53-year-old male patient presented to a regional hospital Emergency Department approximately 2 h post an intentional ingestion of Coopers Instant Wetting Powder Sheep Dip (66% arsenic trioxide, 23% sulphur and 0.42% rotenone), mixed in 600 mL water, as a suicide attempt. On arrival to the Emergency Department, the patient had nausea, vomiting and diarrhoea. Seven hours post ingestion, hypotension developed (BP 90/60 mmHg) and intravenous fluids were commenced. ⋯ He was treated with 2,3-Dimercapto-1-propanesulfonic acid (DMPS) and N-acetylcysteine and improved without development of neurology. Further investigation of NAC efficacy in humans in the setting of acute arsenic poisoning is required and the optimal duration of treatment and dosing needs to be established. This case highlights an uncommon poisoning which presented to the Emergency Department, the acute symptoms of arsenic toxicity and considerations for management.
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The tricuspid regurgitation pressure gradient (TRPG) reflects the difference in pressure between the right ventricle and right atrium (ΔPRV-RA). Its estimation by echocardiography correlates well with that obtained using right-heart catheterization. An elevated TRPG is an important marker for identifying right ventricular dysfunction in both the acute and chronic settings. ⋯ This could lead to erroneous fluid tolerance assessments, and potentially harmful resuscitative and airway management strategies. In this manuscript, we illustrate the pathophysiology and potential pitfall of wide-open TR through a series of cases in which emergency physicians made the diagnosis using cardiac point-of-care ultrasound. To our knowledge, this clinical series is the first to demonstrate recognition of the paradoxically-low TRPG of wide-open TR, which guided appropriate management of critically ill patients in the emergency department.
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Intracranial hemorrhage (ICH) is associated with high morbidity and mortality, with mortality rates up to 65%. Oral anticoagulants (OAC) are a major risk factor for ICH. Since these patients are usually diagnosed in the emergency department (ED), emergency medicine (EM) pharmacists can help ensure appropriate selection and delivery of medications in urgent situations including reversal agents for OAC-associated bleeding. The purpose of this study was to determine the impact EM pharmacist presence has on time to OAC reversal in patients presenting with an ICH. ⋯ The presence of an EM pharmacist at the bedside of patients who present to the ED with ICH was associated with a decrease in the time to OAC reversal by 36 min. Presence of an EM pharmacist was not associated with improved clinical outcomes for ICH in our study. Larger trials are warranted to determine whether the presence of an EM pharmacist is associated with improved functional and clinical outcomes in patients with OAC-associated ICH and whether time to newer reversal agents, other than 4F-PCC, has an effect on outcomes.