Evidence map›Paper›PMID 41542366›Full record

ArticleBioinformatics advances2026

CoV-UniBind: a unified antibody binding database for SARS-CoV-2.

Aryan Bhasin, Francesco Saccon, Callum Canavan, Andrew Robson, Joao Euko, Alexandra C Walls, Yunguan Fu

Abstract read
In one paragraph

Article in Bioinformatics advances, 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

7 authors.

Aryan BhasinApplied AI, InstaDeep Ltd, London, W2 1AY, United Kingdom.ORCID https://orcid.org/0009-0002-2795-806X
Francesco SacconApplied AI, InstaDeep Ltd, London, W2 1AY, United Kingdom.ORCID https://orcid.org/0000-0001-6444-4952
Callum CanavanApplied AI, InstaDeep Ltd, London, W2 1AY, United Kingdom.
Andrew RobsonApplied AI, InstaDeep Ltd, London, W2 1AY, United Kingdom.ORCID https://orcid.org/0000-0002-0638-6368
Joao EukoApplied AI, InstaDeep Ltd, London, W2 1AY, United Kingdom.ORCID https://orcid.org/0009-0005-3890-9855
Alexandra C WallsSystems Immunology, BioNTech US, Cambridge, MA 02139, United States.ORCID https://orcid.org/0000-0002-9636-8330
Yunguan FuApplied AI, InstaDeep Ltd, London, W2 1AY, United Kingdom.ORCID https://orcid.org/0000-0002-1184-7421

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Summary: Since the emergence of SARS-CoV-2, numerous studies have investigated antibody interactions with viral variants Availability and implementation: The curated datasets, model scores and antibody synonyms are free to download at https://huggingface.co/datasets/InstaDeepAI/cov-unibind. Folded structures are available upon request.

Identifiers

PMID41542366
PMCPMC12800777

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.