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In my example, the key criteria was "is there an associated common pathway model?"

Whether the meds work or not cannot tell us about whether a trait is real, but it can lend evidence to the idea if we see that there is a treatment effect and it is not heterogeneous (ex: https://jamanetwork.com/journals/jamapsychiatry/article-abstract/2776610). Homogeneous treatment effects are unrealistic for many traits because treatment is generally not targeted at the etiology of a disease comprehensively, so this can only be used to provide positive, not negative evidence wrt whether a psychiatric diagnosis tags an actual trait.

The concerns raised by PercyPrior have to do with measurement invariance, which is often tenuous, rather than etiology, which I was concerned with.

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