But I don't want to burn down research journals, I want them reformed.
1. Authors submit study to journal editor
2. Editor disguises authorship
3. Editor sends to initially anonymous reviewers (blind review)
4. Reviewer return with comments/criticisms/recs
5. Editor decides publication/revision/rejection
Nobody here gets paid; neither the authors, reviewers, or editors. The payoff is prestige / tenure.
That said, AI/ML is out of place in medical treatment research, which should be the purview of classical stats / experimental design.