”But in that case, usually they are already giving you feedback during the process and a formal performance review is just a checkbox item to satisfy their own supervisor or funding organization”
If this is ever not true of your manager at any company in any industry, then the manager sucks and you should leave (if you have the means). If the manager wants to do this but the company doesn’t let them, then the CEO suck and you should leave.