Is there a way to programmatically retrieve comments in a series of reviews?

We had a series of 14 reviews on Upsource covering a new version of software, and I'm asking a coworker to compile a list of JIRA issues referenced in the Upsource comments.

Rather than have him do data entry for a couple of hours, is there a way to programmatically retrieve the comments (in JSON or XML format; we'd prefer JSON) so he could write a script to do the work instead? (I'm not sure whether it would save time, but I thought it would be worth asking.)

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