# Artificial intelligence-based data extraction for next generation risk assessment: Is fine-tuning of a large language model worth the effort?

> Research article (Toxicology, 2024) · cited 14× · AI/ML

**Wikidata**: [openalex:W4401801210](https://www.wikidata.org/wiki/openalex:W4401801210)  
**Source**: https://4ort.xyz/entity/artificial-intelligence-based-data-extraction-for-next-generation-risk-assessment-is-fine-tuning-of-a-large-language-mod