PDFs from new API?

Is it possible to generate PDFs of Sales Invoices using api2?

Get */api2/internal-pdf-generator-form/‘key’ (where ‘key’ is the key of a sales invoice) gives a 200 response, with a json payload that contains only the same key (With >Settings>Obsolete Features>Internal-PDF-Generator enabled).

Any ideas to get this working?