This is a perspective paper in computational psychiatry. It proposes two core original perspectives: (1) the tripartite encoding rule of stimulus (W = I × S × A); (2) mental health is the optimal matching between individual cognitive traits and living environment, rather than standardizing parameters to population averages. This work constructs a novel clinical framework centered on individualized cognitive weight map, redefining the paradigm of mental health services.
Xinli Shang (2026) studied this question.