Not Ready for Prime Time: Limitations of a Retrieval-Augmented Generation Large Language Model in Assessing Risk of Bias in Observational Studies.

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Title: Not Ready for Prime Time: Limitations of a Retrieval-Augmented Generation Large Language Model in Assessing Risk of Bias in Observational Studies.
Authors: Beber SA; Division of Pediatric Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA., Groff KD; Division of Pediatric Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA., Mange TR; Division of Pediatric Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA., Bram JT; Division of Pediatric Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA., Fabricant PD; Division of Pediatric Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA.
Source: Journal of the Pediatric Orthopaedic Society of North America [J Pediatr Soc North Am] 2025 Nov 26; Vol. 14, pp. 100294. Date of Electronic Publication: 2025 Nov 26 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 101776896 Publication Model: eCollection Cited Medium: Internet ISSN: 2768-2765 (Electronic) Linking ISSN: 27682765 NLM ISO Abbreviation: J Pediatr Soc North Am Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Beber+SA%22">Beber SA</searchLink>; Division of Pediatric Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Groff+KD%22">Groff KD</searchLink>; Division of Pediatric Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Mange+TR%22">Mange TR</searchLink>; Division of Pediatric Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Bram+JT%22">Bram JT</searchLink>; Division of Pediatric Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Fabricant+PD%22">Fabricant PD</searchLink>; Division of Pediatric Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA.
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  Data: <searchLink fieldCode="JN" term="%22101776896%22">Journal of the Pediatric Orthopaedic Society of North America</searchLink> [J Pediatr Soc North Am] 2025 Nov 26; Vol. 14, pp. 100294. <i>Date of Electronic Publication: </i>2025 Nov 26 (<i>Print Publication: </i>2026).
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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>101776896 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>2768-2765 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2227682765%22">27682765 </searchLink><i>NLM ISO Abbreviation: </i>J Pediatr Soc North Am <i>Subsets: </i>PubMed not MEDLINE
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        Value: 10.1016/j.jposna.2025.100294
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              Text: 2025 Nov 26
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