When having the following scenario: 

Bound SelectedItem = A
Bound Items to the ListPicker.ItemsSource= {B, C, D}
Open picker.
Item B is highlighted.
Do not scroll or tap anything, just press OK

Expected -> SelectedItem = B
Actual -> SelectedItem remains A.