The quantum Grothendieck ring of a certain category of finite-dimensional
modules over a quantum loop algebra associated with a complex
finite-dimensional simple Lie algebra g has a quantum cluster
algebra structure of skew-symmetric type. Partly motivated by a search of a
ring corresponding to a quantum cluster algebra of {\em skew-symmetrizable}
type, the quantum {\em virtual} Grothendieck ring, denoted by
Kqβ(g), is recently introduced by Kashiwara--Oh
\cite{KO23} as a subring of the quantum torus based on the (q,t)-Cartan
matrix specialized at q=1. In this paper, we prove that
Kqβ(g) indeed has a quantum cluster algebra structure
of skew-symmetrizable type. This task essentially involves constructing
distinguished bases of Kqβ(g) that will be used to make
cluster variables and generalizing the quantum T-system associated with
Kirillov--Reshetikhin modules to establish a quantum exchange relation of
cluster variables. Furthermore, these distinguished bases naturally fit into
the paradigm of Kazhdan--Lusztig theory and our study of these bases leads to
some conjectures on quantum positivity and q-commutativity