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. |
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| 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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| ISSN: | 1471-244X |
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| DOI: | 10.1186/s12888-025-07391-1 |