Modelingtoolkit and multithreading

I have model, based on Modelingtoolkit and I am solving it with DifferentialEquations. Now I try to solve n models in parallel (well, it is mostly the same model, but with different parameters).

It currently gives wrong results. Is there anything specific to these packages that has to be taken into account when you want to run different simulations in parallel using multiple threads?

It would be good to see an MWE. MTK is doing some weird stuff, but I don’t see off-hand what would be going on without an example.