Let's make up an example:

Fact A) Carrots are healthy. Fact B) Carrots may be carcinogenic.

These are both inherently important facts to any story talking about the health, or danger, of carrots. To present a position on if one should be eating carrots or not, without including both of these facts, is to handpick facts to tell the story you want to tell.