For those of you terrified by the episode preview....
And yeah, it can't be said enough how well Koshimizu handles her character, her and Fukuyama really bring to life an already very well written story.
And for the question above: Yes she's in debt but nowhere near for the amount she quoted Amarti.
So yeah, it's still a scam.