# A proof-of-concept rat toxicity study highlights the potential utility and challenges of virtual control groups

> Research article (ALTEX, 2024) · cited 10× · AI/ML

**Wikidata**: [openalex:W4401517112](https://www.wikidata.org/wiki/openalex:W4401517112)  
**Source**: https://4ort.xyz/entity/a-proof-of-concept-rat-toxicity-study-highlights-the-potential-utility-and-challenges-of-virtual-control-groups