GPT and pulmonary emphysema: In their study, the final model for prediction of admission to the ICU and/or death comprised older age, a low SpO2, high alanine aminotransferase (ALT) level, increased emphysema volume, low residual healthy lung parenchyma volume, and high consolidation volume.