在瘤学和血液学环境中传达坏消息:一个统计和大型语言模型,用于解释护士的困难和情绪
Elsa Vitale1, Luana Conte2,3, Marco Cioce4
1Scientific Directorate, IRCCS Istituto Tumori "Giovanni Paolo II", Bari, Italy.
Palliative & supportive care
|November 11, 2025
概括
在癌症护理中,有效的沟通至关重要. 这项研究分析了医疗保健专业人员的情况.
科学领域:
- 在瘤学瘤学.
- 血液学 血液学 血液学
- 医学沟通 医学沟通
背景情况:
- 在所有癌症护理阶段,有效的沟通至关重要,包括诊断,预后和治疗决策.
- 在瘤血液学中传达困难的消息需要特别注意医疗保健专业人员的经验.
研究的目的:
- 分析关于在瘤血液学中传播坏消息的问卷答复.
- 评估医疗保健专业人员在传递坏消息时的态度,沟通方法和压力水平.
主要方法:
- 使用免费的大型语言模型 (LLM) 来分析结构化和开放式问卷答复.
- 识别并总结了瘤血液学专业人员的主要情绪和观点.
主要成果:
- 221名意大利护士和医生参与了瘤血液学.
- 该LLM分析揭示了专业人士使用的重要情感主题和应对机制.
- 在困难的谈话中,人们了解了专业人士的情绪状态.
结论:
- 护士经历双重的情绪,平衡职业行为与个人痛苦.
- 同理心,团队支持和准备对于导航具有挑战性的患者对话至关重要.
- 了解这些情绪动态是支持瘤学和血液学卫生保健专业人员的关键.
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