CARE-link is an open-source, web-based clinical support platform designed to improve the management of gestational diabetes by linking clinicians and patients through an LLM-mediated workflow. The system aggregates patient-generated data outside the hospital, summarizes relevant clinical information, and delivers context-aware decision support to clinicians. For patients, CARE-link provides clear explanations of management plans and delivers timely lifestyle guidance through a WhatsApp interface. The integrated dual-facing design aims to promote continuous monitoring, support individualized care, and reduce the burden of in-clinic follow-ups. Built with a modular architecture, the platform can be adapted to other chronic conditions requiring longitudinal tracking and behavioral support. CARE-link has the potential to enhance clinical oversight, promote patient compliance, and strengthen continuity of care particularly in resource-constrained settings.

翻译：CARE-link是一款开源、基于网络的临床支持平台，旨在通过大语言模型（LLM）驱动的工作流程连接临床医生与患者，从而改善妊娠期糖尿病的管理。该系统可汇总院外患者生成的数据，总结相关临床信息，并向临床医生提供情境感知的决策支持。对患者而言，CARE-link通过WhatsApp界面提供清晰的管理方案解释，并及时推送生活方式指导。整合后的双端设计旨在促进持续监测、支持个体化护理，并减少门诊随访负担。该平台采用模块化架构，可适应其他需要长期追踪和行为支持的慢性疾病。CARE-link具有加强临床监督、提升患者依从性以及增强护理连续性（尤其在资源有限环境中）的潜力。