text: **JAMA Network Open | Emergency Medicine** Developing and Evaluating LLM-Generated Emergency Medicine Handoff Notes 
  
  Abstract (continued) 
  
  and safety via a novel evaluation framework. This study suggests the importance of a physician-in- 
  
  loop implementation design for this model and demonstrates an effective strategy to measure 
  
  preimplementation patient safety of LLM models. 
  
  JAMA Network Open. 2024;7(12):e2448723. doi:10.1001/jamanetworkopen.2024.48723 