Evidence map›Paper›PMID 42569176›Full record

ArticleACS omega2026

Machine Learning Classification Models for the Design of Novel Nitroimidazole Derivatives with Anti-

Gabriel Corrêa Veríssimo, Anand Miranda Antoniassi, Laura Gonçalves Rezende, Victor Rocha Lamego, Wanderleya Toledo Dos Santos, Ana Cláudia Chagas de Paula, Lauren Hubert Jaeger, Thales Kronenberger, Renata Barbosa de Oliveira, Vinícius Gonçalves Maltarollo

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in ACS omega, 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

10 authors.

Gabriel Corrêa VeríssimoDepartamento de Produtos Farmacêuticos, Faculdade de Farmácia, Universidade Federal de Minas Gerais, Av. Antõnio Carlos 6627, Pampulha, Belo Horizonte, Minas Gerais 31270-901, Brazil.ORCID https://orcid.org/0000-0001-7480-7198
Anand Miranda AntoniassiDepartamento de Produtos Farmacêuticos, Faculdade de Farmácia, Universidade Federal de Minas Gerais, Av. Antõnio Carlos 6627, Pampulha, Belo Horizonte, Minas Gerais 31270-901, Brazil.
Laura Gonçalves RezendePrograma de Pós-graduação Em Ciências Farmacêuticas, Faculdade de Farmácia, Universidade Federal de Juiz de Fora, Rua José Lourenço Kelmer, S/N, Campus Universitário, São Pedro, Juiz de Fora, Minas Gerais 36036-900, Brazil.
Victor Rocha LamegoPrograma de Pós-graduação Em Ciências Farmacêuticas, Faculdade de Farmácia, Universidade Federal de Juiz de Fora, Rua José Lourenço Kelmer, S/N, Campus Universitário, São Pedro, Juiz de Fora, Minas Gerais 36036-900, Brazil.
Wanderleya Toledo Dos SantosPrograma de Pós-graduação Em Ciências Farmacêuticas, Faculdade de Farmácia, Universidade Federal de Juiz de Fora, Rua José Lourenço Kelmer, S/N, Campus Universitário, São Pedro, Juiz de Fora, Minas Gerais 36036-900, Brazil.ORCID https://orcid.org/0000-0001-9693-8738
Ana Cláudia Chagas de PaulaPrograma de Pós-graduação Em Ciências Farmacêuticas, Faculdade de Farmácia, Universidade Federal de Juiz de Fora, Rua José Lourenço Kelmer, S/N, Campus Universitário, São Pedro, Juiz de Fora, Minas Gerais 36036-900, Brazil.
Lauren Hubert JaegerPrograma de Pós-graduação Em Ciências Farmacêuticas, Faculdade de Farmácia, Universidade Federal de Juiz de Fora, Rua José Lourenço Kelmer, S/N, Campus Universitário, São Pedro, Juiz de Fora, Minas Gerais 36036-900, Brazil.
Thales KronenbergerInstitute of Medical Microbiology and Hygiene, Interfaculty Institute of Microbiology and Infection Medicine, Eberhard Karls Universitat Tübingen, Tübingen 72076, Germany.ORCID https://orcid.org/0000-0001-6933-7590
Renata Barbosa de OliveiraDepartamento de Produtos Farmacêuticos, Faculdade de Farmácia, Universidade Federal de Minas Gerais, Av. Antõnio Carlos 6627, Pampulha, Belo Horizonte, Minas Gerais 31270-901, Brazil.ORCID https://orcid.org/0000-0001-5884-2567
Vinícius Gonçalves MaltarolloDepartamento de Produtos Farmacêuticos, Faculdade de Farmácia, Universidade Federal de Minas Gerais, Av. Antõnio Carlos 6627, Pampulha, Belo Horizonte, Minas Gerais 31270-901, Brazil.ORCID https://orcid.org/0000-0001-9675-5907

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID42569176
PMCPMC13449211

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.