I did spot checks on random files with research agents and it seems to be ok for a claude code loop.
I'm not a Dr'
Please! is anyone a DR
should absolutely have a research agent or eyes on for hallucinations and errors
Does your code model acetaldehyde metabolism?
The exercise is an interesting proof of concept for a click-through model of a biological system. But it's also a warning for trusting LLMs for understanding.
The point is acetaldehyde metabolism is at the heart of your question: Why do some people flush red with alcohol.
Reading the first reference on Wikipedia's article about alcohol flushing [1][2] would have generated, I believe, more understanding about the biochemistry involved. (And the fact that ALDH2 deficiency simply exacerbates something we all do--acetaldehyde is a big part of what causes hangovers.)
What that would not have done is demonstrate (a) a genuinely interesting way to "step through" a physical system and (b) the ease with which a biochemist might be able to do so. As a hack and a project and a mode of communicating a model, I love this. Where I'm objecting is in pitching it per se as a mode for understanding a phenomenon, in this case, "what ALDH2 deficiency is."
[1] https://en.wikipedia.org/wiki/Alcohol_flush_reaction#cite_no...