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Construction and Evaluation of the Bidirectional Referral System in Internet Hospital: Case Study of Children’s Hospital in Western China

Construction and Evaluation of the Bidirectional Referral System in Internet Hospital: Case Study of Children’s Hospital in Western China

For example, Zhao et al [15], analyzed the status of the bidirectional system between Sichuan Provincial People’s Hospital and 21 community health service centers in Chengdu from April 2010 to March 2011, finding that the ratio of downward to upward referrals was only 4.94%. The notably low downward-to-upward referral ratio in the IBR system may be attributed to several factors.

Qinling Li, Yunzhen Deng, Xiangdong Yin, Yingliang Li, Lan Hu, Bin Yang

J Med Internet Res 2025;27:e69765

Evaluating the Usability of an HIV Prevention Artificial Intelligence Chatbot in Malaysia: National Observational Study

Evaluating the Usability of an HIV Prevention Artificial Intelligence Chatbot in Malaysia: National Observational Study

A summary of the human-chatbot interactions. a Not applicable. b In the scoring system, thumb up was assigned as +1, and thumb down was -1. c The chatbot randomly evaluated 127 participants’ satisfaction score.

Zhao Ni, Sunyoung Oh, Rumana Saifi, Iskandar Azwa, Frederick L Altice

JMIR Hum Factors 2025;12:e70034