Evidence map›Paper›PMID 38712051›Full record

ArticlebioRxiv : the preprint server for biology2024

Disentangling signal and noise in neural responses through generative modeling.

Kendrick Kay, Jacob S Prince, Thomas Gebhart, Greta Tuckute, Jingyang Zhou, Thomas Naselaris, Heiko Schutt

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Kendrick KayCenter for Magnetic Resonance Research (CMRR), Department of Radiology, University of Minnesota.ORCID 0000-0001-6604-9155
Jacob S PrinceDepartment of Psychology, Harvard University.ORCID 0000-0001-6169-9503
Thomas GebhartDepartment of Computer Science, University of Minnesota.
Greta TuckuteDepartment of Brain and Cognitive Sciences, Massachusetts Institute of Technology.ORCID 0000-0002-5572-5469
Jingyang ZhouCenter for Computational Neuroscience (CCN), Flatiron Institute.
Thomas NaselarisCenter for Magnetic Resonance Research (CMRR), Department of Radiology, University of Minnesota.
Heiko SchuttDepartment of Behavioural and Cognitive Sciences, Université du Luxembourg.ORCID 0000-0002-2491-5710

Funding

Deep sampling of cognitive effects in the human visual systemR01EY034118 · NEI · UNIVERSITY OF MINNESOTA · PI CLAYTON E CURTIS, Kendrick Norris Kay · 2023 to 2026
$1.9M
NEI NIH HHS R01 EY034118
6 · The paper itself

Abstract

Measurements of neural responses to identically repeated experimental events often exhibit large amounts of variability. This

Identifiers

PMID38712051
PMCPMC11071385

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.