Evidence map›Paper›PMID 39845695›Full record

ReviewFrontiers in toxicology2024

Validation framework for

Szczepan W Baran, Susan E Bolin, Stefano Gaburro, Marcel M van Gaalen, Megan R LaFollette, Chang-Ning Liu, Sean Maguire, Lucas P J J Noldus, Natalie Bratcher-Petersen, Brian R Berridge

Abstract readReview
In one paragraph

Review in Frontiers in toxicology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Review
  3. Effects of Cage Change and Nest Transfer on Artificial Intelligence-Measured Behaviors in Male C57BL/6 Mice.Journal of the American Association for Laboratory Animal Science : JAALAS · 2026
    Article
  4. 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

10 authors.

Szczepan W BaranVeriSIM Life, San Francisco, CA, United States.
Susan E BolinAbbVie Inc., Chicago, IL, United States.
Stefano GaburroTecniplast SpA, Buguggiate, Italy.
Marcel M van GaalenEvotec, Goettingen, Germany.
Megan R LaFolletteThe 3Rs Collaborative, Denver, CO, United States.
Chang-Ning LiuPfizer, Groton, CT, United States.
Sean MaguireGSK, Collegeville, PA, United States.
Lucas P J J NoldusNoldus Information Technology BV, Wageningen, Netherlands.
Natalie Bratcher-PetersenDigital In Vivo Alliance (DIVA), Redwood City, CA, United States.
Brian R BerridgeDigital In Vivo Alliance (DIVA), Redwood City, CA, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The adoption of

Indexed as

3Rs (replace reduce refine)digital biomarkersdrug discovery and developmentpreclinicalrodentstranslationvalidationverification

Identifiers

PMID39845695
PMCPMC11751004

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.