Sinners do not get saved before they call on God for salvation. They get drawn by the Holy Spirit to Jesus, but not all who are called by the Holy Ghost end up getting saved.
Matthew 22:3
And sent forth his servants to call them that were bidden to the wedding: and they would not come.