Research map: Assessing acuity in pediatric emergency department triage: performance of a large language model

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Papers in this map

  1. The TRIPOD-LLM reporting guideline for studies using large language models · Jack Gallifant · 2025 · 530 citations · Cited by this paper
  2. A scoping review of studies on secure messaging through patient portals: persistent challenges and potential solutions · 2026 · Related
  3. Use of a Large Language Model to Assess Clinical Acuity of Adults in the Emergency Department · Christopher Y. K. Williams · 2024 · 154 citations · Cited by this paper
  4. Improving sepsis best practice utility and clinical acceptance using an LLM-enhanced prediction system · 2026 · Related
  5. Triage Performance Across Large Language Models, ChatGPT, and Untrained Doctors in Emergency Medicine: Comparative Study · Lars Masanneck · 2024 · 124 citations · Cited by this paper
  6. Designing clinical AI for patient-centered support beyond the visit: the PACT framework for health systems · 2026 · Related
  7. Emergency Department Pediatric Readiness and Short-term and Long-term Mortality Among Children Receiving Emergency Care · Craig D. Newgard · 2023 · 114 citations · Cited by this paper
  8. Bridging the computational-experimental gap: leveraging large language model to prioritize Alzheimer’s therapeutics based on comparison of learning models · 2026 · Related
  9. Diagnostic Accuracy of a Large Language Model in Pediatric Case Studies · Joseph G. Barile · 2024 · 94 citations · Cited by this paper
  10. Enhancing the resilience of remote patient monitoring and hospital-at-home systems: a digital-twin-based framework · 2026 · Related
  11. Cardiac Arrest Survival in Pediatric and General Emergency Departments · Kenneth A. Michelson · 2018 · 84 citations · Cited by this paper
  12. Evaluation of electronic health record-integrated artificial intelligence chart review · 2026 · Related
  13. Performance of a Large Language Model on Practice Questions for the Neonatal Board Examination · Kristyn Beam · 2023 · 45 citations · Cited by this paper
  14. Receptiveness of physicians towards artificial intelligence-driven drug prescription: a nationwide survey · 2026 · Related
  15. Systemic review of age brackets in pediatric emergency medicine literature and the development of a universal age classification for pediatric emergency patients - the Munich Age Classification System (MACS) · Alexander Althammer · 2023 · 41 citations · Cited by this paper
  16. National scale up of PROM based monitoring after joint replacement in Germany · 2026 · Related
  17. Emergency Department Volume and Delayed Diagnosis of Serious Pediatric Conditions · Kenneth A. Michelson · 2024 · 32 citations · Cited by this paper
  18. Responsible AI for safer opioid risk management in older adults · 2026 · Related
  19. Emergency Severity Index Version 4 and Triage of Pediatric Emergency Department Patients · Dana R. Sax · 2024 · 31 citations · Cited by this paper
  20. Design for a digital twin in clinical patient care · 2026 · Related
  21. Child Health Needs and the Pediatric Emergency Medicine Workforce: 2020–2040 · Maya S. Iyer · 2024 · 20 citations · Cited by this paper
  22. Pediatric sepsis survival in pediatric and general emergency departments · Alexandra H. Baker · 2021 · 18 citations · Cited by this paper
  23. A Tale of Two Populations: Addressing Pediatric Needs in the Continuum of Emergency Care · Ellen Schenk · 2014 · 17 citations · Cited by this paper
  24. Pediatric Triage Accuracy in Pediatric and General Emergency Departments · Alexandra T. Geanacopoulos · 2024 · 13 citations · Cited by this paper
  25. Evaluation of a Large Language Model on the American Academy of Pediatrics' PREP Emergency Medicine Question Bank · Sriram Ramgopal · 2024 · 12 citations · Cited by this paper
  26. Evaluation of Generative Artificial Intelligence Models in Predicting Pediatric Emergency Severity Index Levels · Brandon J. Ho · 2025 · 9 citations · Cited by this paper
  27. Saving Children’s Lives by Improving Pediatric Readiness for Emergency Care · Ashley A. Foster · 2023 · 8 citations · Cited by this paper
  28. ARE LLMS READY FOR PEDIATRICS? A COMPARATIVE EVALUATION OF MODEL ACCURACY ACROSS CLINICAL DOMAINS · Gianluca Mondillo · 2025 · 8 citations · Cited by this paper
  29. Disparities in Pediatric Emergency Department Triage Among Encounters Resulting in Admission · Jamie K. Lim · 2025 · 4 citations · Cited by this paper
  30. Prioritizing Pediatric Emergency Triage—Sorting Out the Challenges · Warren D. Frankenberger · 2024 · 3 citations · Cited by this paper
  31. Artificial intelligence: Revolutionizing pediatric emergency care - A narrative review · Ayonna Saha · 2025 · 3 citations · Cited by this paper

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