Would You Eat A Centipede to Prevent a Heart Attack?
A randomized trial shows the efficacy of Tongxinluo, a traditional Chinese medicine. But you may not want to know what is in it.
As some of you may know, I do a fair amount of clinical research developing and evaluating artificial intelligence models — particularly machine learning algorithms that predict certain outcomes.
And there’s this thorny issue that comes up as algorithms have gotten more complicated — it’s called “explainability”. The problem is that AI can be a black box. Even if you have a model that is very accurate at predicting death, clinicians don’t trust it unless you can explain how it makes its predictions — how it works. “It just works” is not good enough to build trust.
It’s easier to build trust when you’re talking about a medication instead of a computer program. A new blood pressure drug comes out, it lowers blood pressure, and, importantly, we know why it lowers blood pressure — every drug has a mechanism of action and — for most of the drugs in our arsenal — we know what that mechanism is.
But what if there were a drug — or maybe better yet a treatment — that worked. And I can honestly say we have no idea how it works. That’s what came across my desk today in what I believe is the largest, most rigorous trial of a traditional Chinese medication in history.
Traditional Chinese Medicine is an omnibus term that refers to a class of therapies and medical practices that are just fundamentally different from how we practice medicine in the west.
It’s a highly personalized practice — with practitioners using often esoteric means to choose what substance to give what patient.
That personalization makes traditional Chinese medicine nearly impossible to study in the typical randomized trial framework — because treatments are not chosen based solely on…