Simple question regarding Conditional Independence

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I have been reading about conditional independence given a graph but I still don't understand. Given the graph below, B is said to be conditionally independent of C given A. But even if A is not given, then $ P(B) = P(B|A)P(A) $ right ? It still does not depend on C...enter image description here