Evidence map›Paper›PMID 36677691›Full record

ArticleMolecules (Basel, Switzerland)2023

Machine Learning Prediction of Mycobacterial Cell Wall Permeability of Drugs and Drug-like Compounds.

Eugene V Radchenko, Grigory V Antonyan, Stanislav K Ignatov, Vladimir A Palyulin

Open access · goldAbstract read
In one paragraph

Article in Molecules (Basel, Switzerland), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
2.4field-weighted citation impact, top 10% 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

5 citing papers in PubMed, 12 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Free Energy Barriers for Passive Drug Transport through theInternational journal of molecular sciences · 2024
    Article
  5. 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 at 2 institutions in 1 country.

Eugene V RadchenkoDepartment of Chemistry, Lomonosov Moscow State University, 119991 Moscow, Russia.ORCID 0000-0002-2091-7022
Grigory V AntonyanDepartment of Chemistry, Lomonosov Moscow State University, 119991 Moscow, Russia.
Stanislav K IgnatovDepartment of Chemistry, Lobachevsky State University of Nizhny Novgorod, 603022 Nizhny Novgorod, Russia.ORCID 0000-0002-6039-3905
Vladimir A PalyulinDepartment of Chemistry, Lomonosov Moscow State University, 119991 Moscow, Russia.ORCID 0000-0001-8792-8386
Lomonosov Moscow State University · RUN. I. Lobachevsky State University of Nizhny Novgorod · RU

Funding

Strategic Academic Leadership Program "Priority 2030", Lobachevsky State University of Nizhny Novgorod H-473-99
6 · The paper itself

Abstract

The cell wall of

Indexed as

Antitubercular AgentsMycobacterium tuberculosisCell WallMachine LearningPermeabilityAntitubercular Agentscell wallfragmental descriptorsmachine learningMycobacterium tuberculosisneural networkspenetrationpermeabilityresistancetuberculosis

Identifiers

PMID36677691
PMCPMC9863426
OpenAlexW4313890068

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.