Evidence map›Paper›PMID 40667264›Full record

ArticlebioRxiv : the preprint server for biology2025

GOLF: A Generative AI Framework for Pathogenicity Prediction of Myocilin OLF Variants.

Thomas Walton, Darin Tsui, Lauren Fogel, Dustin J E Huard, Rafael Siqueira Chagas, Raquel L Lieberman, Amirali Aghazadeh

Abstract readPreprint
PubMed Full text at PMC Publisher
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. 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

7 authors.

Thomas WaltonSchool of Electrical and Computer Engineering, Georgia Institute of Technology.ORCID 0009-0001-2416-1752
Darin TsuiSchool of Electrical and Computer Engineering, Georgia Institute of Technology.
Lauren FogelSchool of Chemistry and Biochemistry, Georgia Institute of Technology.
Dustin J E HuardSchool of Chemistry and Biochemistry, Georgia Institute of Technology.
Rafael Siqueira ChagasSchool of Chemistry and Biochemistry, Georgia Institute of Technology.
Raquel L LiebermanSchool of Chemistry and Biochemistry, Georgia Institute of Technology.ORCID 0000-0001-9345-3735
Amirali AghazadehSchool of Electrical and Computer Engineering, Georgia Institute of Technology.

Funding

Request for Supplement to Promote Diversity in Health Related ResearchR01EY021205 · NEI · GEORGIA INSTITUTE OF TECHNOLOGY · PI Raquel L Lieberman · 2011 to 2026
$6.8M
NEI NIH HHS R01 EY021205
6 · The paper itself

Abstract

Missense mutations in the

Identifiers

PMID40667264
PMCPMC12262641

What Socratic 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 Socratic graph.