What's a Blind Review?

The person who wrote the article often almost always does not explicitly know the reviewer. It actually takes a ton of time to vet a paper to that level. You'd have to open up their data sets, which, by the way, often they're not provided. This is done mainly for purposes of figuring out who should have high status. Most places don't publish reviews because generally the reviews disappear forever once the paper is published.