Factors Predictive of Success in Uncontrolled Donation After Circulatory Death in the Community of Madrid: An Analysis of Data From the Regional Registry of Donation and Transplantation (CORE Registry).

Unlabelled: Unfortunately, organ donation remains a challenge today. In Spain, uncontrolled Donation after Circulatory Death was introduced in cardiorespiratory arrests witnessed by out-of-hospital emergency services (OHES) to increase the number of donors. However, the selection of donor patients remains a challenge today.

Application of large language models in clinical record correction: a comprehensive study on various retraining methods.

Objectives: We evaluate the effectiveness of large language models (LLMs), specifically GPT-based (GPT-3.5 and GPT-4) and Llama-2 models (13B and 7B architectures), in autonomously assessing clinical records (CRs) to enhance medical education and diagnostic skills.

Materials And Methods: Various techniques, including prompt engineering, fine-tuning (FT), and low-rank adaptation (LoRA), were implemented and compared on Llama-2 7B.

Emergency crisis resource management: a simulation-based course developed by the Spanish Society of Emergency Medicine (SEMES) for health sciences students.

Objectives: Educational programs based on high-fidelity simulation training aim to promote students' acquisition of nontechnical competencies such as understanding crisis resource management (CRM). This study evaluated the efficacy of a CRM course for students in their last year of university studies in health sciences. The course was developed by the Spanish Society of Emergency Medicine (SEMES).