Proposition: Non-transfer of the three models

The supplied classical intervention maps do not define the quantum generator (eq:qgenerator). The quantum phase or node contrast does not identify the classical mask, activation, damping, or optimizer schedule. Neither construction establishes an antidepressant mechanism.

Proof. The classical objects are stochastic functions of real vectors and augmented training state. The quantum objects are linear CP maps on density operators with separately specified encodings and instruments. No correspondence map and error certificate identifying these domains or predictions has been supplied. A biological mechanism additionally requires empirical state, intervention, and observation correspondence absent from both definitions.