Evidence map›Paper›PMID 40383864›Full record

ReviewNPJ digital medicine2025

Engaging an advisory board in discussions about the ethical relevance of algorithmic bias and fairness.

Laura Brandt, Larry Au, Clinton Castro, Gabriel J Odom

Abstract readReview
In one paragraph

Review in NPJ digital medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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.

Laura BrandtDepartment of Psychology, The City College of New York, CUNY, New York, NY, USA.
Larry AuDepartment of Sociology, The City College of New York, CUNY, New York, NY, USA. lau1@ccny.cuny.edu.
Clinton CastroUniversity of Wisconsin-Madison, The Information School, School of Computer, Data & Information Sciences, Madison, WI, USA.
Gabriel J OdomFlorida International University, Miami, FL, USA.

Funding

AIM-AHEAD Coordinating Center - All Four CoresOT2OD032581 · OD · UNIVERSITY OF NORTH TEXAS HLTH SCI CTR · PI Paul Avillach, Bettina M. Beech · 2021 to 2026
$168.7M
NIH HHS Agreement No. 1OT2OD032581-01.NIH HHS OT2 OD032581NIMHD NIH HHS FIU-RCMI Pilot AWD000000009108
6 · The paper itself

Abstract

We are an interdisciplinary team of researchers that are working to advance algorithmic fairness in the research of opioid use disorders. We discuss challenges that our research team faced when engaging with our Advisory Board, as well as several strategies that we came up with to help us find a common language to ensure semantic transparency and to ensure the thick alignment with values of affected parties.

Identifiers

PMID40383864
PMCPMC12086177

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.