Evidence map›Paper›PMID 40044424›Full record

ArticleJournal of chemical information and modeling2025

From NMR to AI: Do We Need

Arkadiusz Leniak, Wojciech Pietruś, Aleksandra Świderska, Rafał Kurczab

Abstract read
In one paragraph

Article in Journal of chemical information and modeling, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. From NMR to AI: FusingJournal of chemical information and modeling · 2025
    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

4 authors.

Arkadiusz LeniakDepartment of Medicinal Chemistry, Celon Pharma S.A., ul. Marymoncka 15, Kazun Nowy 05-152, Poland.
Wojciech PietruśDepartment of Medicinal Chemistry, Maj Institute of Pharmacology, Polish Academy of Sciences, Smetna 12, Krakow 31-343, Poland.
Aleksandra ŚwiderskaDepartment of Medicinal Chemistry, Celon Pharma S.A., ul. Marymoncka 15, Kazun Nowy 05-152, Poland.
Rafał KurczabFaculty of Mathematics and Natural Sciences, Department of Chemistry, University of Applied Sciences in Tarnow, Mickiewicza 8, Tarnow 33-100, Poland.ORCID 0000-0002-9555-3905

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study presents a novel approach to

Indexed as

Machine LearningProton Magnetic Resonance SpectroscopyDensity Functional Theory

Identifiers

PMID40044424
PMCPMC11938277

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.