Just figured OP had their thumb on the scale by not including this quote from their link:

"The major caveat: The study ended before Omicron took off, “and we can’t necessarily extrapolate our findings to the situation today,” said first author Dr. Jessica Ridgway, an infectious diseases specialist at the University of Chicago."