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Applying machine learning to enhance core outcome set development: automating the data extraction and classification of outcomes.

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Title: Applying machine learning to enhance core outcome set development: automating the data extraction and classification of outcomes.
Authors: Yalcinkaya, Ali1,2 (AUTHOR) a.yalcinkaya@rn.dk, Kjelmann, Kristian Gade3 (AUTHOR), Gholinezhad, Shima1 (AUTHOR), Rahbek, Ole1 (AUTHOR), Kold, Søren1 (AUTHOR), Husum, Hans-Christen1,4 (AUTHOR)
Source: Journal of Orthopaedic Surgery & Research. 11/7/2025, Vol. 20 Issue 1, p1-8. 8p.
Database: Academic Search Ultimate
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  Data: Applying machine learning to enhance core outcome set development: automating the data extraction and classification of outcomes.
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  Data: <searchLink fieldCode="AR" term="%22Yalcinkaya%2C+Ali%22">Yalcinkaya, Ali</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<i> a.yalcinkaya@rn.dk</i><br /><searchLink fieldCode="AR" term="%22Kjelmann%2C+Kristian+Gade%22">Kjelmann, Kristian Gade</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Gholinezhad%2C+Shima%22">Gholinezhad, Shima</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Rahbek%2C+Ole%22">Rahbek, Ole</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Kold%2C+Søren%22">Kold, Søren</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Husum%2C+Hans-Christen%22">Husum, Hans-Christen</searchLink><relatesTo>1,4</relatesTo> (AUTHOR)
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  Data: <searchLink fieldCode="JN" term="%22Journal+of+Orthopaedic+Surgery+%26+Research%22">Journal of Orthopaedic Surgery & Research</searchLink>. 11/7/2025, Vol. 20 Issue 1, p1-8. 8p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=189209922
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        Value: 10.1186/s13018-025-06386-8
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      – Code: eng
        Text: English
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      – TitleFull: Applying machine learning to enhance core outcome set development: automating the data extraction and classification of outcomes.
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              M: 11
              Text: 11/7/2025
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              Y: 2025
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