Effort has been put during this reporting period to enhance the predictive analysis that has commenced since last semester. This has been achieved by including more variables in the analysis and currently, focusing on also including time-invariant information, i.e. measurements of clinical features. Some initial results indicate a decent model fit, particularly for the initial states, however, there is still space for improvement as the figures of model fit below suggest.