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Large Language Models in Rheumatology-Centered Research: a Scoping Review of Model Openness and Reporting Practices
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DOI：10.1016/j.semarthrit.2026.152994.png)
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Abstract
En 中文
• Most rheumatology studies using LLMs relied exclusively on closed/proprietary models • Reproducibility-relevant details were frequently underreported • We propose a review-derived checklist to improve reporting transparency • Our findings may inform future consensus-based reporting efforts
Keywords:
Large language models
Rheumatology
Reproducibility
Open models
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