Evidence map›Paper›PMID 42395380›Full record

ArticlebioRxiv : the preprint server for biology2026

trAIt: Species-by-Trait Data Retrieval using Large Language Models.

Srivi Balaji, Katherine A Martinson, Jessica S Schellenberger, Jyotishko Koley, Callen M Inman, Hans A Hofmann, Rebecca L Young, Arbel Harpak

Abstract readPreprint
PubMed Full text at PMC Publisher
In one paragraph

Article in bioRxiv : the preprint server for biology, 2026. 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

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

8 authors.

Srivi BalajiDepartment of Computer Science, University of Texas at Austin, Austin, TX, USA.
Katherine A MartinsonDepartment of Integrative Biology, University of Texas at Austin, Austin, TX, USA.ORCID 0009-0007-0043-2339
Jessica S SchellenbergerDepartment of Chemical Engineering, University of Texas at Austin, TX, USA.
Jyotishko KoleyDepartment of Integrative Biology, University of Texas at Austin, Austin, TX, USA.ORCID 0009-0000-4709-7573
Callen M InmanDepartment of Integrative Biology, University of Texas at Austin, Austin, TX, USA.ORCID 0009-0007-5795-1658
Hans A HofmannDepartment of Integrative Biology, University of Texas at Austin, Austin, TX, USA.ORCID 0000-0002-3335-330X
Rebecca L YoungDepartment of Integrative Biology, University of Texas at Austin, Austin, TX, USA.ORCID 0000-0002-6230-1912
Arbel HarpakDepartment of Integrative Biology, University of Texas at Austin, Austin, TX, USA.ORCID 0000-0002-3655-748X

Funding

Making Genomic Prediction of Complex Disease EquitableR35GM151108 · NIGMS · UNIVERSITY OF TEXAS AT AUSTIN · PI Arbel Harpak · 2023 to 2026
$1.6M
NIGMS NIH HHS R35 GM151108
6 · The paper itself

Abstract

Biological research often requires information about species' traits. Manual literature collation can be time-consuming and miss parts of the literature. To address this gap, we developed

Identifiers

PMID42395380
PMCPMC13320842

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.