From hospital experience she knew only too well that a nurse out of uniform is frequently unrecognized by her patients.
From working at a hospital she knew only too well.
mnli hypothesis: From working at a hospital she knew only too well. premise: From hospital experience she knew only too well that a nurse out of uniform is frequently unrecognized by her patients.