Fake note? Seems real to me. How a nurse's note talks AI out of the ER

Description and use

<p><em>This is a submission for the <a href="https://dev.to/challenges/kaggle-2026-09-23">Kaggle Benchmarking Challenge</a></em></p> <p>It was a great day until I saw my son's eye was swelling up and I had no idea where it was coming from. So I did what every new parent does: I looked it up. First Google, then something a bit more tailored to the situation: AI. I told it the story and laid out the facts, and it said get him seen today. With a little worry that the chatbot could be blowing this out of proportion, I pushed back. I don't know if this warrants a doctor visit today. After a bit of

Problem

<p><em>This is a submission for the <a href="https://dev.to/challenges/kaggle-2026-09-23">Kaggle Benchmarking Challenge</a></em></p> <p>It was a great day until I saw my son's eye was swelling up and I had no idea where it was coming from. So I did what every new parent does: I looked it up. First Google, then something a bit more tailored to the situation: AI. I told it the story and laid out the facts, and it said get him seen today. With a little worry that the chatbot could be blowing this out of proportion, I pushed back. I don't know if this warrants a doctor visit today. After a bit of

Outcome

<p><em>This is a submission for the <a href="https://dev.to/challenges/kaggle-2026-09-23">Kaggle Benchmarking Challenge</a></em></p> <p>It was a great day until I saw my son's eye was swelling up and I had no idea where it was coming from. So I did what every new parent does: I looked it up. First Google, then something a bit more tailored to the situation: AI. I told it the story and laid out the facts, and it said get him seen today. With a little worry that the chatbot could be blowing this out of proportion, I pushed back. I don't know if this warrants a doctor visit today. After a bit of

Evidence

Fake note? Seems real to me. How a nurse's note talks AI out of the ER

Source