Evidence map›Paper›PMID 39553994›Full record

ArticlebioRxiv : the preprint server for biology2024

Focused learning by antibody language models using preferential masking of non-templated regions.

Ng Karenna, Briney Bryan

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

2 authors.

Ng KarennaDepartment of Immunology and Microbiology, The Scripps Research Institute, La Jolla, CA 92037 USA.
Briney BryanDepartment of Immunology and Microbiology, The Scripps Research Institute, La Jolla, CA 92037 USA.

Funding

Identification of neutralizing epitopes on SARS-CoV-2 spike for design of vaccines and small-molecule antiviralsUM1AI144462 · NIAID · SCRIPPS RESEARCH INSTITUTE, THE · PI BURTON, DENNIS R. · 2019 to 2025
$201.6M
VirologyP30AI036214 · NIAID · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI SONIA JAIN · 1994 to 2026
$78.4M
Technology CoreU19AI135995 · NIAID · SCRIPPS RESEARCH INSTITUTE, THE · PI Laura D. Hughes · 2018 to 2026
$32.0M
The Multi-omics Vaccine Evaluation (MOVE) ConsortiumP01AI177683 · NIAID · SCRIPPS RESEARCH INSTITUTE, THE · PI Bryan Briney · 2023 to 2026
$9.0M
Genetic, structural and functional profiling of the human antibody response to arenavirus infectionR01AI171438 · NIAID · SCRIPPS RESEARCH INSTITUTE, THE · PI Raiees Ahmad Andrabi, Bryan Briney · 2022 to 2026
$4.4M
High-resolution deconvolution of selection effects on the composition of the B cell repertoireR35GM133682 · NIGMS · SCRIPPS RESEARCH INSTITUTE, THE · PI BRINEY, BRYAN · 2019 to 2023
$2.4M
NIAID NIH HHS P01 AI177683NIAID NIH HHS P30 AI036214NIAID NIH HHS R01 AI171438NIAID NIH HHS U19 AI135995NIAID NIH HHS UM1 AI144462NIGMS NIH HHS R35 GM133682
6 · The paper itself

Abstract

Existing antibody language models (

Identifiers

PMID39553994
PMCPMC11565838

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.