While pre-registration offers numerous advantages, it is not without challenges. Researchers may find it difficult to predict every potential outcome or variable in advance, especially in complex systems like toxicology. Additionally, the administrative burden and time constraints of pre-registering studies can be daunting. However, these challenges are often outweighed by the long-term benefits of increased study validity.
