Evidence map›Paper›PMID 37958983›Full record

ArticleInternational journal of molecular sciences2023

Integrating Embeddings from Multiple Protein Language Models to Improve Protein

Suresh Pokharel, Pawel Pratyush, Hamid D Ismail, Junfeng Ma, Dukka B Kc

Open access · goldAbstract read
In one paragraph

Article in International journal of molecular sciences, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
3.1field-weighted citation impact, top 8% of its field
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

12 citing papers in PubMed, 20 citations in OpenAlex.

  1. Article
  2. Article
  3. PEGASUS: Prediction of MD-derived protein flexibility from sequence.Protein science : a publication of the Protein Society · 2025
    Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. O-GlcNAc informatics: advances and trends.Analytical and bioanalytical chemistry · 2025
    Review
  10. Review
  11. Article
  12. Article
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

5 authors at 2 institutions in 1 country.

Suresh PokharelDepartment of Computer Science, Michigan Technological University, Houghton, MI 49931, USA.ORCID 0000-0003-1495-2953
Pawel PratyushDepartment of Computer Science, Michigan Technological University, Houghton, MI 49931, USA.ORCID 0000-0002-4210-1200
Hamid D IsmailDepartment of Computer Science, Michigan Technological University, Houghton, MI 49931, USA.ORCID 0000-0002-2690-5655
Junfeng MaDepartment of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Georgetown University, Washington, DC 20057, USA.ORCID 0000-0002-5183-5425
Dukka B KcDepartment of Computer Science, Michigan Technological University, Houghton, MI 49931, USA.
Michigan Technological University · USGeorgetown University · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Protein Processing, Post-TranslationalProteinsAcetylglucosamineAmino Acid SequenceN-AcetylglucosaminyltransferasesAcetylglucosamineN-AcetylglucosaminyltransferasesProteinsembeddingsensemble learningO-GlcNAc predictionpost-translational modification predictionprotein language models

Identifiers

PMID37958983
PMCPMC10650050
OpenAlexW4388422476

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.