Evidence map›Paper›PMID 42460407›Full record

ArticleComputational brain & behavior2025

Validation and Comparison of Non-stationary Cognitive Models: A Diffusion Model Application.

Lukas Schumacher, Martin Schnuerch, Andreas Voss, Stefan T Radev

Abstract read
In one paragraph

Article in Computational brain & behavior, 2025. 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. Article
  4. Article
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.

Lukas SchumacherInstitute of Psychology, Heidelberg University, Heidelberg, Germany.ORCID 0000-0003-1512-8288
Martin SchnuerchInstitute of Psychology, University of Mannheim, Mannheim, Germany.ORCID 0000-0001-6531-2265
Andreas VossInstitute of Psychology, Heidelberg University, Heidelberg, Germany.ORCID 0000-0002-4499-3660
Stefan T RadevDepartment of Cognitive Science, Rensselaer Polytechnic Institute, Troy, NY USA.ORCID 0000-0002-6702-9559

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cognitive processes undergo various fluctuations and transient states across different temporal scales. Superstatistics are emerging as a flexible framework for incorporating such Supplementary Information: The online version contains supplementary material available at 10.1007/s42113-024-00218-4.

Indexed as

Amortized Bayesian inferenceCognitive process modelsDecision-makingDynamics in cognitionSuperstatistics

Identifiers

PMID42460407
PMCPMC13298658

What OpenQuestion holds

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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.