Hmm. It's an interesting phrase. You seem to have used it correctly (though I thought chefs lived and died by how many stars their restaurant got), but it's not very common in my life.
I think I'd say something like "I don't put much stock in that" rather than "I don't set much store by that."
Interested in Language