As the dialysis fluid has no urea in it, there is a large concentration gradient - meaning that urea moves across the partially permeable membrane, from the blood to the dialysis fluid ...

and blood vessels. More information: Huawei Qu et al, Gradient matters via filament diameter-adjustable 3D printing, Nature ...