...is he supposed to shake hands with a ghost? Is that how this works?

Regardless, he sucks it up and reaches for his hand anyway, regardless of how foolish it might make him look. He smiles back, uncertain but willing to try.

"I never thanked you for saving us...mm, even if it was all for Mokuba's sake."

He can certainly understand that.