# Improved prediction of bacterial CRISPRi guide efficiency from depletion screens through mixed-effect machine learning and data integration

> Research article (Genome biology, 2024) · cited 26× · AI/ML

**Wikidata**: [openalex:W4390718894](https://www.wikidata.org/wiki/openalex:W4390718894)  
**Source**: https://4ort.xyz/entity/improved-prediction-of-bacterial-crispri-guide-efficiency-from-depletion-screens-through-mixed-effect-machine-learning-a