Like AIC and BIC it is an asymptotic approximation as the sample size becomes large, and is only valid when the posterior distribution is approximately mulltivariate normal.
It is an asymptotic approximation. This is like AIC and BIC. The sample size becomes large. The sample size is only valid. The posterior distribution is approximately mulltivariate normal.