Representing Abduction using formal language,
The conclusion is not necessarily true. It is possible that A is true or false.
For instance,
If you water the garden (A), then the lawn becomes wet (B)
the lawn is wet (B)
Therefore, you watered the garden (A)
It is not always true. As rain can also wet the garden.