The claim about 7-day periods is circular: in trials and other studies they tend to assume anything that happens 7 days afterwards isn't related to vaccines, so

The claim about 7-day periods is circular: in trials and other studies they tend to assume anything that happens 7 days afterwards isn't related to vaccines, so don't report them, so there's no evidence for anything happening more than 7 days after the vaccines, etc.