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Validating Large Language Models for Title-Abstract Screening in Low-Prevalence Systematic Reviews: An Environmental Science Case Study.

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Title: Validating Large Language Models for Title-Abstract Screening in Low-Prevalence Systematic Reviews: An Environmental Science Case Study.
Authors: Nawrath, Maximilian1 (AUTHOR) max.nawrath@niva.no, Merlina, Andrea1 (AUTHOR), Knight, Jemmima1 (AUTHOR), Welch, Sam A.1 (AUTHOR), Rashidian, Mahla1 (AUTHOR), Seifert-Dähnn, Isabel1 (AUTHOR)
Source: Information. May2026, Vol. 17 Issue 5, p501. 25p.
Database: Academic Search Ultimate
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  Data: Validating Large Language Models for Title-Abstract Screening in Low-Prevalence Systematic Reviews: An Environmental Science Case Study.
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  Data: <searchLink fieldCode="JN" term="%22Information%22">Information</searchLink>. May2026, Vol. 17 Issue 5, p501. 25p.
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        Value: 10.3390/info17050501
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        Text: English
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      – TitleFull: Validating Large Language Models for Title-Abstract Screening in Low-Prevalence Systematic Reviews: An Environmental Science Case Study.
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              Text: May2026
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              Y: 2026
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