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Supporting information can be found in the online version of this article.

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Appendix Section 1: Table 1. Participant Characteristics, British Columbia, Canada, 1998-2007.

Appendix Section 2: How to implement claim-based regression algorithms.

Appendix Section 2: Table 2. Parameter Estimates for Claims-based Regression Algorithms in the Derivation Set, Standard Errors, R2 and adjusted R2, British Columbia, Canada, 1998-2007.

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