About the Authors

Jonathan Carlson

Affiliations Machine Learning and Applied Statistics Group, Microsoft Research, Redmond, Washington, United States of America, Department of Computer Science and Engineering, University of Washington, Seattle, Washington, United States of America

Carl Kadie

Affiliation Machine Learning and Applied Statistics Group, Microsoft Research, Redmond, Washington, United States of America

Simon Mallal

Affiliation Center for Clinical Immunology and Biomedical Statistics, Royal Perth Hospital, Perth, Australia

David Heckerman

To whom correspondence should be addressed. E-mail: heckerma@microsoft.com

Affiliation Department of Computer Science and Engineering, University of Washington, Seattle, Washington, United States of America

Competing Interests

The authors have declared that no competing interests exist.

Author Contributions

Conceived and designed the experiments: JC DH. Performed the experiments: JC. Analyzed the data: JC DH. Wrote the paper: JC DH. Other: Provided HLA and HIV data: SM. Implemented the conditional model: CK.