A decrease in ejection fraction, international normalized ratio (INR), platelet count, albumin, and hemoglobin levels, and the presence of heart failure, advanced age, chronic kidney disease, anemia, cerebrovascular disease, valvular disease, elevated white blood cell count, increased lactate dehydrogenase levels, coagulation disorders, and gastrointestinal ulcer were associated with a higher predicted probability of GIBCG. The gene discussed is ALB; the disease is heart failure.