Conclusions. The proposed algorithm displays good internal and external
validity. Accurately identifying HIV cases in claims data is important to avoid
drawing biased conclusions and is necessary in setting appropriate HIV
managed-care capitation rates. (Am J Public Health. 2015;105:567–574. doi:10.
2105/AJPH.2014.302263)