Final answer:
The curved Gram-negative bacillus causing the described symptoms is likely Vibrio vulnificus, based on the patient's exposure, symptoms, and response to treatment with ceftriaxone and doxycycline.
Step-by-step explanation:
The curved Gram-negative bacillus responsible for the disease in this case is most likely Vibrio vulnificus, which is commonly associated with wound infections from marine sources, especially in people with liver disease such as cirrhosis. The patient's history of spending time in Corpus Christi Bay, encountering marine life, and his subsequent symptoms of excruciating pain and confusion, coupled with the appearance of hemorrhagic bullae that extended from the hand to the upper arm, are indicative of Vibrio vulnificus infection. This bacterium is often treated with a combination of ceftriaxone and doxycycline, which aligns with the treatment the patient received, and his improvement suggests the correct pathogen was targeted.