Rasch Skovbjerg (niecethumb6)

In an effort to expedite the publication of articles related to the COVID-19 pandemic, AJHP is posting these manuscripts online as soon as possible after acceptance. Accepted manuscripts have been peer-reviewed and copyedited, but are posted online before technical formatting and author proofing. These manuscripts are not the final version of record and will be replaced with the final article (formatted per AJHP style and proofed by the authors) at a later time. Pharmacy departments across the country are problem-solving the growing issue of drug shortages. We aim to change the drug shortage management strategy from a reactive process to a more proactive approach using predictive data analytics. By doing so, we can drive our decision-making to more efficiently manage drug shortages. Internal purchasing, formulary, and drug shortage data were reviewed to identify drugs subject to a high shortage risk ("shortage drugs") or not subject to a high shortage risk ("nonshortage drugs"). Potential candidate pred3; the accuracy, 0.87; and the C statistic, 0.93. The study demonstrated the use of predictive analytics to create a drug shortage model using drug characteristics and manufacturing variables. The study demonstrated the use of predictive analytics to create a drug shortage model using drug characteristics and manufacturing variables. In an effort to expedite the publication of articles related to the COVID-19 pandemic, AJHP is posting these manuscripts online as soon as possible after acceptance. Zegocractin cost Accepted manuscripts have been peer-reviewed and copyedited, but are posted online before technical formatting and author proofing. These manuscripts are not the final version of record and will be replaced with the final article (formatted per AJHP style and proofed by the authors) at a later time. A case of diffuse alveolar hemorrhage (DAH) occurring as a reaction to ustekinumab therapy is reported. After starting ustekinumab for treatment of psoriatric arthritis, a 46-year-old female presented with flu-like symptoms and cough with blood-tinged sputum that had begun 1 week previously. Her initial computed tomography scan of the chest demonstrated bilateral ground-glass opacities. On bronchoscopy, the bronchoalveolar lavage (BAL) return became bloodier from sample 1 to samples 2 and 3. Her BAL fluid was more than 90% hemosiderin-laden macrful of this rare complication of ustekinumab use in order to avoid potential delays in appropriate DAH treatment. To describe the implementation of an IV room technology-assisted workflow (TAWF) system integrated within a health system's electronic medical record (EMR) and compare the TAWF system's impact in improving workflow at multiple ambulatory infusion pharmacies. IV room TAWFs help to standardize intravenous admixture operations while incorporating patient safety measures such as ingredient barcode scanning and image capture. The 4 oncology infusion center pharmacies of a large health system implemented a TAWF system integrated within the health system's EMR software, transitioning to the new TAWF system from an external TAWF system operating outside of the EMR. Considerable planning was required to determine the hardware and workflow processes needed for the new integrated TAWF system to function within pharmacy IV rooms. Several operational challenges were encountered during the initial implementation phase of the project. Frequent occurrence of system malfunctions during the product imaging step was the largest problem, which was overcome by special hardware and a software upgrade. The project also involved an evaluation of the integrated TAWF system after implementation to ensure the pharmacies maintained operational efficiency and patient safety. The evaluation showed that after an initial transition period, the new technology was able to maintain IV admixture efficiency and safety