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Using Machine Learning to Match Clients and Therapy Providers: Evaluating Clinical Quality and Cost of Care.

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Title: Using Machine Learning to Match Clients and Therapy Providers: Evaluating Clinical Quality and Cost of Care.
Authors: Lee JL; Lyra Health, Burlingame, CA, USA; Department of Pediatrics, Emory University, Atlanta, GA, USA. Electronic address: lee.jennifer.phd@gmail.com., Billovits C; Lyra Health, Burlingame, CA, USA., Chen SY; Lyra Health, Burlingame, CA, USA., Wickham RE; Department of Psychological Sciences, Northern Arizona University, Flagstaff, AZ, USA., Kocher B; Department of Health Policy, Stanford University, Palo Alto, CA, USA; Lyra Clinical Associates, Burlingame, CA, USA., Chen CE; Lyra Health, Burlingame, CA, USA., Lungu A; Lyra Health, Burlingame, CA, USA.
Source: Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research [Value Health] 2025 Sep; Vol. 28 (9), pp. 1327-1334. Date of Electronic Publication: 2025 Jun 26.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 100883818 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1524-4733 (Electronic) Linking ISSN: 10983015 NLM ISO Abbreviation: Value Health Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Using Machine Learning to Match Clients and Therapy Providers: Evaluating Clinical Quality and Cost of Care.
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  Data: <searchLink fieldCode="AU" term="%22Lee+JL%22">Lee JL</searchLink>; Lyra Health, Burlingame, CA, USA; Department of Pediatrics, Emory University, Atlanta, GA, USA. Electronic address: lee.jennifer.phd@gmail.com.<br /><searchLink fieldCode="AU" term="%22Billovits+C%22">Billovits C</searchLink>; Lyra Health, Burlingame, CA, USA.<br /><searchLink fieldCode="AU" term="%22Chen+SY%22">Chen SY</searchLink>; Lyra Health, Burlingame, CA, USA.<br /><searchLink fieldCode="AU" term="%22Wickham+RE%22">Wickham RE</searchLink>; Department of Psychological Sciences, Northern Arizona University, Flagstaff, AZ, USA.<br /><searchLink fieldCode="AU" term="%22Kocher+B%22">Kocher B</searchLink>; Department of Health Policy, Stanford University, Palo Alto, CA, USA; Lyra Clinical Associates, Burlingame, CA, USA.<br /><searchLink fieldCode="AU" term="%22Chen+CE%22">Chen CE</searchLink>; Lyra Health, Burlingame, CA, USA.<br /><searchLink fieldCode="AU" term="%22Lungu+A%22">Lungu A</searchLink>; Lyra Health, Burlingame, CA, USA.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier%22">Elsevier </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>100883818 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1524-4733 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2210983015%22">10983015 </searchLink><i>NLM ISO Abbreviation: </i>Value Health <i>Subsets: </i>MEDLINE
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        Value: 10.1016/j.jval.2025.06.002
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