It is managers responsibility to set priorities including those of other team members. Including priorities of code review. That is not offloading. It is also considerably less toxic then "I demand people to be fired because my code review was not done in 12 hours".
Your PR is not the importantest thing being worked on.
Your PR is not the importantest thing being worked on.