Blood is pumped from the ventricle to the gills via arteries (blood vessels that carry blood away from the heart).
After picking up O2 and expelling CO2, blood returns to the atrium via veins (blood vessels that carry blood to the heart).
There is no segregation of oxygen-rich and oxygen-poor blood in the heart.