Making checkboxes not visible

I have a drop down on C23 with a few values let's say it's blue, green, yellow and red. Only If red is choosen I want my checkboxes/text and text to appear. For all others cell D23 should should be blank. I tried to use conditional formatting and this works fine but it doesn't make the checkboxes invisible.

How can I achieve this?

Thanks for your help!!!