We model the system as a continuous-time discrete-state Markov process M with hazard rates functions in Table 1.
create "observation" and "intervention" models (Algorithm 2 lines 3-4) In a probabilistic programming language, the deterministic functions in Eq. (19) are specified with a Dirac Delta distribution.  