Lindsay Ayearst, PhD
Lindsay Ayearst, PhD
@linzayearst.bsky.social
Digital mental health innovation and research. Talks about diagnosis and treatment of mental health disorders and digital health solutions.
Guess I am one of the 🤡 I just posted about a lot of AI-slop in reviews lately where the recommendations for revision are completely unrelated to the manuscript. Not sure why these reviews are being passed on to authors.

Also - any issues (copyright) with uploading MS to LLMs for review?
October 17, 2025 at 12:53 PM
As a community, we can and must do better. Peer-reviewed publications are still the gold standard, and we all play a role in keeping them that way.

Anyone else seeing a lot of this?

Also a shoutout to the Editors who should be watching for this slop and not passing it along to authors.

End rant
a woman in a sequined dress says you 're better than that
ALT: a woman in a sequined dress says you 're better than that
media.tenor.com
October 16, 2025 at 6:09 PM
Reviewers: I'd much rather you decline than submit slop. We owe it to the field and to our peers to uphold the value of peer review. Low-quality, AI-generated reviews do a disservice to everyone: authors, journals, and the credibility of science itself.
October 16, 2025 at 6:09 PM
Have also seen it in the decision letters returned where reviewer comments (not just my own) are included. The slop is a waste of time in a process that is already too often too long.
October 16, 2025 at 6:09 PM
The comments are often completely irrelevant to the manuscript. I recently had to write a response-to-reviewer comments, stating “not applicable” as my reply. It's frustrating, unhelpful, and frankly disrespectful to the scientific process.
October 16, 2025 at 6:09 PM
Will say that when I was an AE, if it was over 2 months I would review myself as long as there was at least one other reviewer. Was way too much work - but at least the authors got a decision without waiting another 2 months.
September 18, 2025 at 12:55 PM
Having acted as AE for 2 different journals, I know how hard it is to find reviewers, so I hare declining invitations - but have had to a few times this month due to the influx!
September 17, 2025 at 11:43 PM
Same - mine just went up yesterday. But compared to peer review process - this was fantastic. Very grateful. Curious - does anyone know how many went back up (approved) vs permanently removed because they were garbage?
September 11, 2025 at 9:38 PM
Taking EMA to a new level! #MeasurementIsTheNewBlack
September 10, 2025 at 9:21 PM
Interesting topic - a few highlights?
August 13, 2025 at 12:51 PM
It’s not just me!!! 🤯

I find it takes me a LONG time. I write A LOT, then review & cut all the extra that spewed out of me. Have a few reviews that I’ve appreciated the tone that I reread every now and then as exemplars to remind me of the right balance that I hope to achieve.
a man in a tuxedo is saying i 'm terribly sorry sir but
ALT: a man in a tuxedo is saying i 'm terribly sorry sir but
media.tenor.com
July 17, 2025 at 12:34 AM
Congrats @page-gould.bsky.social 👏🏻🎉
July 10, 2025 at 11:58 PM
Thanks for the help 🙏
First preprint up 🙂

osf.io/preprints/ps...
OSF
osf.io
July 9, 2025 at 10:54 PM
Just read it this afternoon and was going to share on LI next week. It is indeed a gem. 💎
July 5, 2025 at 12:24 AM