 The study aims to validate an AI algorithm called CheeseTay for reading chest x-rays as a diagnostic aid, using prospective data from a primary care center in Spain. The algorithm is expected to improve the accuracy and speed of diagnosis, patient safety, and agility in the primary care system while reducing unnecessary tests. This article was authored by Quirolt Miro Catalina, Ana Fuster Casanovas, Jordi Solcasals, and others.