Articles: emergency-department.
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Pediatric emergency care · Jan 2025
A National Survey of Caregiver Needs and Experiences When Attending the Emergency Department.
Despite being a frequent entry point of care, it remains unknown if families' needs are being met across pediatric emergency departments (PEDs). Study objectives were to describe caregivers' perceived overall PED experience and needs and to what extent these needs were met. ⋯ Almost one fourth of caregivers report their overall needs were not fully met. Improving the quality of PED experience through better communication (ie, wait time delays, medical updates) and earlier pain care initiation may improve family experiences while policymakers work nationally to address lengthy wait times.
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Pediatric emergency care · Jan 2025
Postintubation Sedation of Pediatric Patients in the Emergency Department: A Systematic Review and Meta-Analysis.
Postintubation sedation is a critical intervention for patients undergoing mechanical ventilation. Research in the intensive care unit (ICU) and adult emergency department (ED) demonstrates that appropriate postintubation sedation has a significant impact on patient outcomes. There are minimal published data regarding postintubation sedation for pediatric ED patients. ⋯ Data on postintubation sedation in pediatric ED patients are limited. Administration of postintubation sedation is inconsistent and may be substantially delayed. Further high-quality research into the use of postintubation sedation in this setting is needed, and appropriate postintubation sedation should be a target for quality improvement.
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Clinical decision instruments (CDIs) could be useful to aid risk stratification and disposition of emergency department (ED) patients with cirrhosis. Our primary objective was to derive and internally validate a novel Cirrhosis Risk Instrument for Stratifying Post-Emergency department mortality (CRISPE) for the outcomes of 14- and 30-day post-ED mortality. Secondarily, we externally validated the existing Model for End-Stage Liver Disease (MELD) scores for explicit use in ED patients and prediction of the same outcomes. ⋯ CDIs may be useful in risk-stratifying ED patients with cirrhosis and aiding disposition decision making. The novel CRISPE CDI showed powerful performance and requires external validation, while the existing MELD 3.0 score has moderate performance and is now externally-validated in an ED population for short-term mortality.
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Pediatric emergency care · Jan 2025
Evaluation of Generative Artificial Intelligence Models in Predicting Pediatric Emergency Severity Index Levels.
Evaluate the accuracy and reliability of various generative artificial intelligence (AI) models (ChatGPT-3.5, ChatGPT-4.0, T5, Llama-2, Mistral-Large, and Claude-3 Opus) in predicting Emergency Severity Index (ESI) levels for pediatric emergency department patients and assess the impact of medically oriented fine-tuning. ⋯ Generative AI models demonstrate promising accuracy in predicting pediatric ESI levels, with fine-tuning significantly enhancing their performance and reliability. These findings suggest that AI could serve as a valuable tool in pediatric triage.