About Jay Hospital. 14114 Alabama St. - Jay, FL 32565 - 850.675.8000. Patsy J., R.N., Jay Hospital - Nursing Administration. As Jay's hometown care provider, we are proud to offer excellent quality care in a home-like atmosphere. We have a 55-bed hospital and ensure a private room for every patient.Jay Hospital list of Services‧Jay Hospital Community‧Contact & Directions.