See the vignette here => https://cran.r-project.org/web/packages/glmnet/vignettes/Coxnet.pdf#page=7.43. Seems easy to implement an extra `strata` variable. But what form is the `predict` returned object, will have to take a careful look at (eg `lp` scores, etc)