Reflectors are sometimes (often?) used to hold down the mcpcb, since they kinda float in there. So I wouldn’t remove the reflector unless you know that mcpcb is going to stay firmly seated against the shelf. Instead try a diffuser material. DC Fix is very popular. In a pinch I’ve seen folks just cover their glass with tape - seems to work and definitely qualifies as “easy” I think.