Even for capable coders, it is far from easy to just jump into some open source project and fix a bug. Getting familiar with the code, setting up a project to work with your local dev tools (or setting up entirely new tools needed for the project), learning how to test a change (even if the project has existing test coverage), etc.

It's a pretty high barrier, one has to be very motivated to scratch that itch.