It can be worse than a placebo if it is not effective but physicians think it is: this would lead to patients not being given alternative (& effective) treatments - if any, or being less monitored since they are expected to get better with the drug.
The NYT seems to have a history of such titles. The initial title for the article about Samuel Paty's murder was "French Police Shoot and Kill Man After a Fatal Knife Attack on the Street".