Evidence map›Paper›PMID 34279824›Full record

ArticleTherapeutic innovation & regulatory science2021

A New Paradigm for Safety Data Signal Detection and Evaluation Using Open-Source Software Created by an Interdisciplinary Working Group.

James Buchanan, Mengchun Li, Xiao Ni, Jeremy Wildfire

Abstract read
In one paragraph

Article in Therapeutic innovation & regulatory science, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Important Considerations for Signal Detection and Evaluation.Therapeutic innovation & regulatory science · 2023
    Review
  2. Article
  3. 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.

James BuchananCovilance, LLC, 2723 Sequoia Way, Belmont, CA, 94002, USA. jbuchanan@covilance.com.ORCID 0000-0001-8417-2288
Mengchun LiTB Alliance, New York, NY, USA.ORCID 0000-0002-3489-4052
Xiao NiSarepta, Inc., Boston, MA, USA.ORCID 0000-0002-4098-3932
Jeremy WildfireGilead Sciences, Foster City, CA, USA.ORCID 0000-0002-3948-9996

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Techniques to evaluate large amounts of safety data continue to evolve based on a greater understanding of how the brain processes visual information and the advancement of programing tools. The Interactive Safety Graphics Task Force of the American Statistical Association Biopharmaceutical Safety Working Group has assembled a multidisciplinary team of experts in a variety of domains to develop the next generation of open-source visual analytical tools for safety data based on these advances. The multidisciplinary approach resulted in the rapid development of the first tool, a novel interactive version of the familiar Evaluation of Drug-Induced Serious Hepatotoxicity (eDISH) graphic along with a unique clinical workflow to guide the reviewer through the data analysis. This now serves as the model for the team to expand the open-source platform into a suite of other interactive safety analysis tools.

Indexed as

SoftwareUnited StatesDrug safetyInteractive graphicsPharmacovigilance

Identifiers

PMID34279824
PMCPMC8492558

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.