what would a genuinely convincing study of one of these compounds look like?
Constructive for once. If someone wanted to settle whether one of the popular preclinical compounds does anything, what would it take?
My sketch: randomized, placebo controlled, double blind (non-negotiable for any subjective endpoint). Pre-registered with a single stated primary endpoint. An objective primary endpoint where possible, imaging, function, a measured quantity, not a rating scale. Adequately powered for a PLAUSIBLE effect size, not the inflated preclinical one. A defined population with stated entry criteria. Results reported regardless of outcome.
That's an unremarkable controlled human trial design. The notable thing is that essentially nothing in the preclinical tier of this space has had one. What am I missing?