View in EDS

Identifying the 'gray zone': Developing scalable methods to detect opioid misuse in veterans on long-term opioid therapy for pain.

Saved in:
Bibliographic Details
Title: Identifying the 'gray zone': Developing scalable methods to detect opioid misuse in veterans on long-term opioid therapy for pain.
Authors: Macleod C; Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA. Electronic address: macolin@med.umich.edu., Logue C; Center for Clinical Management and Research, Ann Arbor VA Hospital, Ann Arbor, MI, USA., Kumbier K; Center for Clinical Management and Research, Ann Arbor VA Hospital, Ann Arbor, MI, USA., Shaw MA; Center for Clinical Management and Research, Ann Arbor VA Hospital, Ann Arbor, MI, USA; Department of Anesthesiology, University of Michigan, Ann Arbor, MI, USA., Henneman J; Center for Clinical Management and Research, Ann Arbor VA Hospital, Ann Arbor, MI, USA., Kehne A; Center for Clinical Management and Research, Ann Arbor VA Hospital, Ann Arbor, MI, USA., Jarzebowski M; Department of Anesthesiology, Pain, and Perioperative Medicine, Henry Ford Health, Detroit, MI, USA., Powell VD; Center for Clinical Management and Research, Ann Arbor VA Hospital, Ann Arbor, MI, USA; Geriatric Research Education and Clinical Center, Department of Veterans Affairs Medical Center, Ann Arbor, MI, USA., Sussman J; Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA; Center for Clinical Management and Research, Ann Arbor VA Hospital, Ann Arbor, MI, USA., Bohnert A; Center for Clinical Management and Research, Ann Arbor VA Hospital, Ann Arbor, MI, USA; Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA., Lagisetty P; Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA; Center for Clinical Management and Research, Ann Arbor VA Hospital, Ann Arbor, MI, USA.
Source: Drug and alcohol dependence [Drug Alcohol Depend] 2026 Apr 01; Vol. 281, pp. 113080. Date of Electronic Publication: 2026 Feb 12.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Country of Publication: Ireland NLM ID: 7513587 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0046 (Electronic) Linking ISSN: 03768716 NLM ISO Abbreviation: Drug Alcohol Depend Subsets: MEDLINE
Database: MEDLINE Ultimate
FullText Text:
  Availability: 0
Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 41702269
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Identifying the 'gray zone': Developing scalable methods to detect opioid misuse in veterans on long-term opioid therapy for pain.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Macleod+C%22">Macleod C</searchLink>; Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA. Electronic address: macolin@med.umich.edu.<br /><searchLink fieldCode="AU" term="%22Logue+C%22">Logue C</searchLink>; Center for Clinical Management and Research, Ann Arbor VA Hospital, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Kumbier+K%22">Kumbier K</searchLink>; Center for Clinical Management and Research, Ann Arbor VA Hospital, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Shaw+MA%22">Shaw MA</searchLink>; Center for Clinical Management and Research, Ann Arbor VA Hospital, Ann Arbor, MI, USA; Department of Anesthesiology, University of Michigan, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Henneman+J%22">Henneman J</searchLink>; Center for Clinical Management and Research, Ann Arbor VA Hospital, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Kehne+A%22">Kehne A</searchLink>; Center for Clinical Management and Research, Ann Arbor VA Hospital, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Jarzebowski+M%22">Jarzebowski M</searchLink>; Department of Anesthesiology, Pain, and Perioperative Medicine, Henry Ford Health, Detroit, MI, USA.<br /><searchLink fieldCode="AU" term="%22Powell+VD%22">Powell VD</searchLink>; Center for Clinical Management and Research, Ann Arbor VA Hospital, Ann Arbor, MI, USA; Geriatric Research Education and Clinical Center, Department of Veterans Affairs Medical Center, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Sussman+J%22">Sussman J</searchLink>; Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA; Center for Clinical Management and Research, Ann Arbor VA Hospital, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Bohnert+A%22">Bohnert A</searchLink>; Center for Clinical Management and Research, Ann Arbor VA Hospital, Ann Arbor, MI, USA; Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA.<br /><searchLink fieldCode="AU" term="%22Lagisetty+P%22">Lagisetty P</searchLink>; Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA; Center for Clinical Management and Research, Ann Arbor VA Hospital, Ann Arbor, MI, USA.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%227513587%22">Drug and alcohol dependence</searchLink> [Drug Alcohol Depend] 2026 Apr 01; Vol. 281, pp. 113080. <i>Date of Electronic Publication: </i>2026 Feb 12.
– Name: TypePub
  Label: Publication Type
  Group: TypPub
  Data: Journal Article
– Name: TitleSource
  Label: Journal Info
  Group: Src
  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier%22">Elsevier </searchLink><i>Country of Publication: </i>Ireland <i>NLM ID: </i>7513587 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1879-0046 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2203768716%22">03768716 </searchLink><i>NLM ISO Abbreviation: </i>Drug Alcohol Depend <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41702269
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1016/j.drugalcdep.2026.113080
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        StartPage: 113080
    Titles:
      – TitleFull: Identifying the 'gray zone': Developing scalable methods to detect opioid misuse in veterans on long-term opioid therapy for pain.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Macleod C
      – PersonEntity:
          Name:
            NameFull: Logue C
      – PersonEntity:
          Name:
            NameFull: Kumbier K
      – PersonEntity:
          Name:
            NameFull: Shaw MA
      – PersonEntity:
          Name:
            NameFull: Henneman J
      – PersonEntity:
          Name:
            NameFull: Kehne A
      – PersonEntity:
          Name:
            NameFull: Jarzebowski M
      – PersonEntity:
          Name:
            NameFull: Powell VD
      – PersonEntity:
          Name:
            NameFull: Sussman J
      – PersonEntity:
          Name:
            NameFull: Bohnert A
      – PersonEntity:
          Name:
            NameFull: Lagisetty P
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 04
              Text: 2026 Apr 01
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-electronic
              Value: 1879-0046
          Numbering:
            – Type: volume
              Value: 281
          Titles:
            – TitleFull: Drug and alcohol dependence
              Type: main
ResultId 1