Balke et al. (2017)'s model integrates financial frictions-arising from asymmetric information and costly monitoring-and time-varying uncertainty into a medium-scale Dynamic New Keynesian model. The model includes monetary policy uncertainty, financial risks (micro uncertainty), and aggregate macro-uncertainty in stochastic volatility form. In this paper, we provide the key derivations of the model as well as detailed information on our simulation and estimation approach. We use this framework to identify how uncertainty propagates and its interplay with financial frictions. We also investigate how uncertainty affects the propagation of other shocks (in particular, the propagation of TFP and monetary policy shocks).