If you have knee osteoarthritis, know that routine X-rays aren't needed for diagnosis or to determine the best treatment for you. Getting an X-ray can make you more concerned and more open to surgery.

The researchers analyzed more than 25,000 knee X-rays and found that AI models can "predict" unrelated and implausible traits such as whether patients abstained from eating refried beans or beer.