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Patients taking opioids in the context of cancer treatment and/or for hospice care were excluded prior to group identification. Shading indicates the subset of patients whose medical records were randomly selected for manual review. GMMP indicates Geisinger medication monitoring program; and ICD, International Classification of Diseases, Ninth Revision and/or International Statistical Classification of Diseases and Related Health Problems, Tenth Revision.
