Evidence map›Paper›PMID 40639588›Full record

ArticleJournal of substance use and addiction treatment2025

What is necessary for implementation science to actually improve the state of addiction treatment and research?

Mark P McGovern, Hélène Chokron Garneau, Heather J Gotham, Fernanda S Rossi

Abstract readEditorial
In one paragraph

Article in Journal of substance use and addiction treatment, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Determinants, implementation strategies, and mechanisms of the 4T Program.Journal of clinical & translational endocrinology · 2026
    Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Mark P McGovernStanford Center for Dissemination and Implementation, Stanford University School of Medicine, 1070 Arastradero Road, Palo Alto, CA 94304, USA. Electronic address: mpmcg@stanford.edu.
Hélène Chokron GarneauStanford Center for Dissemination and Implementation, Stanford University School of Medicine, 1070 Arastradero Road, Palo Alto, CA 94304, USA.
Heather J GothamStanford Center for Dissemination and Implementation, Stanford University School of Medicine, 1070 Arastradero Road, Palo Alto, CA 94304, USA.
Fernanda S RossiStanford Center for Dissemination and Implementation, Stanford University School of Medicine, 1070 Arastradero Road, Palo Alto, CA 94304, USA.

Funding

Use of topic modeling and stakeholderengagement to map determinants of implementation disparities in addiction and pain researchU2CDA057717 · NIDA · STANFORD UNIVERSITY · PI C. HENDRICKS BROWN · 2022 to 2026
$19.1M
Transforming health equity rhetoric to rigor: Development and validation of a novel measure assessing health equity in implementation of health interventionsP50DA054072 · NIDA · STANFORD UNIVERSITY · PI Mark P McGovern · 2022 to 2026
$18.1M
Stagewise Implementation-To-Target- Medications for Addiction Treatment (SITT-MAT)R01DA052975 · NIDA · STANFORD UNIVERSITY · PI FORD, JAMES H, MCGOVERN, MARK P · 2021 to 2025
$3.3M
NIDA NIH HHS P50 DA054072NIDA NIH HHS R01 DA052975NIDA NIH HHS U2C DA057717
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Addiction treatmentImplementation science

Identifiers

PMID40639588
PMCPMC13196680

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.