Analysis of whether assiduous implementation of American Thoracic Society/Centers for Disease Control and Prevention/Infectious Diseases Society of America guidelines for targeted testing and treatment of latent tuberculosis infection could have prevented any of 223 cases of active tuberculosis in foreign-born persons in San Francisco during the period 2002-2003. We report that 62% of these cases were not preventable and conclude that a further reduction in the incidence of tuberculosis among foreign-born persons will be modest without modification of current guidelines.