The "simple" relative sensitivity calibration was causing serious problems. The assumed model for a "gain" $G$, timestream $S$, and reference timestream $R$ is: $S = G R$ Naively, one would assume that something like $G = median(S/R)$ would work. However, it doesn't. The distribution of $G$ values looks like: