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Research Article 2026CC BY-NCFree full text · non-commercial reuse

State Policies and Clinicians' Perspectives on the Inclusion of Medical Cannabis in the Prescription Drug Monitoring Program.

Christina M. Gregor, Maria Y. Tian, Lorraine D. Tusing, Eric A. Wright, Brian J. Piper, Katrina M. Romagnoli

INTRODUCTION: Studies have shown that information on cannabis use remains almost absent from electronic health records (EHRs). The Prescription Drug Monitoring Program (PDMP) is utilized by some states to capture medical cannabis (MC) use information. We assessed clinicians' and administrators' perceptions of incorporating MC use information into PDMPs and described current state-level practices for MC inclusion.…

Medical Cannabis and Cannabinoids PubMed Central Open Access

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Research Article 2026-03-02CC BY-NCFree full text · non-commercial reuse

Cannabis Use Documentation within the Electronic Health Record: A Use Case for Natural Language Processing Methods

Apoorva M. Pradhan, Vishal A. Shetty, Christina M. Gregor, Jove H. Graham, Lorraine Tusing, Annemarie G. Hirsch +8 more

IntroductionRecreational and medical cannabis use (CU) information is often available within the electronic health record (EHR) in a format that is impractical for health care provider use. Transformation of free-text EHR documentation in notes to discrete elements is possible using natural language processing (NLP) and has the potential to characterize CU efficiently. The objective of this study was to develop an…

medRxiv medRxiv

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