John Nosta

All three of those constructs

did the same.

They all got 76% correct.

Doctor alone, LLM, or an LLM and a doctor combined, which I thought was really interesting.

But here's the interesting thing.

And this is where it gets to the point where you're worried about

about this idea.

Well, I want the doctor right there to make the diagnosis for me.

If you look at the clinical chain of reasoning, in other words, don't tell me you had a heart attack, okay, doctor.

Tell me the five reasons why the ST segment is elevated on my EKG.

That's a classic side.

It's called a STEMI, classic side of a heart attack.

Tell me the five reasons why that might be elevated.

pericarditis, early repolarization, ventricular aneurysm.

There's a list.

Most clinicians will not get that.

So here's the challenge.

Sometimes augmenting clinical thinking and reasoning is very, very helpful.

So I think that we're going to see...

The interesting thing here is when my wife comes back from the pediatrician, I ask her, what did the doctor say?