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Evaluating motivational interview quality using large language models and hidden Markov models.

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Title: Evaluating motivational interview quality using large language models and hidden Markov models.
Authors: Lim K; Department of Psychiatry, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea.; Institute of Behavioral Sciences in Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea., Jung YC; Department of Psychiatry, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea. eugenejung@yuhs.ac.; Institute of Behavioral Sciences in Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea. eugenejung@yuhs.ac., Kim BH; Department of Psychiatry, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea. egyptdj@yonsei.ac.kr.; Institute of Behavioral Sciences in Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea. egyptdj@yonsei.ac.kr.; Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Seoul, Republic of Korea. egyptdj@yonsei.ac.kr.; Institute for Innovation in Digital Healthcare, Yonsei University, Seoul, Republic of Korea. egyptdj@yonsei.ac.kr.
Source: BMC psychiatry [BMC Psychiatry] 2025 Oct 01; Vol. 25 (1), pp. 908. Date of Electronic Publication: 2025 Oct 01.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100968559 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-244X (Electronic) Linking ISSN: 1471244X NLM ISO Abbreviation: BMC Psychiatry Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Lim+K%22">Lim K</searchLink>; Department of Psychiatry, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea.; Institute of Behavioral Sciences in Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Jung+YC%22">Jung YC</searchLink>; Department of Psychiatry, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea. eugenejung@yuhs.ac.; Institute of Behavioral Sciences in Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea. eugenejung@yuhs.ac.<br /><searchLink fieldCode="AU" term="%22Kim+BH%22">Kim BH</searchLink>; Department of Psychiatry, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea. egyptdj@yonsei.ac.kr.; Institute of Behavioral Sciences in Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea. egyptdj@yonsei.ac.kr.; Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Seoul, Republic of Korea. egyptdj@yonsei.ac.kr.; Institute for Innovation in Digital Healthcare, Yonsei University, Seoul, Republic of Korea. egyptdj@yonsei.ac.kr.
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  Data: <searchLink fieldCode="JN" term="%22100968559%22">BMC psychiatry</searchLink> [BMC Psychiatry] 2025 Oct 01; Vol. 25 (1), pp. 908. <i>Date of Electronic Publication: </i>2025 Oct 01.
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        Value: 10.1186/s12888-025-07391-1
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              Text: 2025 Oct 01
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