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Mixed methods: integrating quantitative and qualitative data collection and analysis while studying patient-centered medical home models. Rockville: Agency for Healthcare Research and Quality (2013)."},{"key":"e_1_3_2_2_83_1","doi-asserted-by":"publisher","DOI":"10.1145\/3301275.3302264"},{"key":"e_1_3_2_2_84_1","doi-asserted-by":"publisher","DOI":"10.1145\/3381804"},{"key":"e_1_3_2_2_85_1","volume-title":"AMIA Annual Symposium Proceedings, Vol.\u00a02020","author":"You Yue","year":"2020","unstructured":"Yue You and Xinning Gui . 2020 . Self-Diagnosis through AI-enabled Chatbot-based Symptom Checkers: User Experiences and Design Considerations . In AMIA Annual Symposium Proceedings, Vol.\u00a02020 . American Medical Informatics Association. Yue You and Xinning Gui. 2020. Self-Diagnosis through AI-enabled Chatbot-based Symptom Checkers: User Experiences and Design Considerations. In AMIA Annual Symposium Proceedings, Vol.\u00a02020. 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