This is incorrect from Malware blacklisting purposes. I don't know about URL prediction.

For Safe Browsing protection, here's how it works (in progress): https://chromium.googlesource.com/chromium/src/+/refs/change...

[Disclosure: I'm the Software Engineer on Chrome who wrote parts of this Safe Browsing code, and that incomplete documentation linked above.]