Evidence map›Paper›PMID 40868212›Full record

ArticleBiomedicines2025

Early-Onset Versus Late-Onset Preeclampsia in Bogotá, Colombia: Differential Risk Factor Identification and Evaluation Using Traditional Statistics and Machine Learning.

Ayala-Ramírez Paola, Mennickent Daniela, Farkas Carlos, Guzmán-Gutiérrez Enrique, Retamal-Fredes Eduardo, Segura-Guzmán Nancy, Roca Diego, Venegas Manuel, Carrillo-Muñoz Matias, Gutierrez-Monsalve Yanitza and 5 more

Abstract read
In one paragraph

Article in Biomedicines, 2025. 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

15 authors.

Ayala-Ramírez PaolaHuman Genetics Institute, Faculty of Medicine, Pontificia Universidad Javeriana, Bogotá 110231, Colombia.ORCID 0000-0002-0141-1149
Mennickent DanielaDepartamento de Ciencias Básicas y Morfología, Facultad de Medicina, Universidad Católica de la Santísima Concepción, Concepción 4090541, Chile.ORCID 0000-0002-6962-7632
Farkas CarlosDepartamento de Ciencias Básicas y Morfología, Facultad de Medicina, Universidad Católica de la Santísima Concepción, Concepción 4090541, Chile.ORCID 0000-0002-6245-2622
Guzmán-Gutiérrez EnriqueRed Iberoamericana de Alteraciones Vasculares en Trastornos del Embarazo (RIVATREM), Chillán 3780000, Chile.ORCID 0000-0001-6589-5667
Retamal-Fredes EduardoTecnología Médica con Mención en Imagenología y Física Médica, Facultad de Medicina, Universidad Católica de la Santísima Concepción, Concepción 4090541, Chile.
Segura-Guzmán NancyMagíster en Ciencias Biomédicas, Facultad de Medicina, Universidad Católica de la Santísima Concepción, Concepción 4090541, Chile.
Roca DiegoNutrición y Dietética, Facultad de Medicina, Universidad Católica de la Santísima Concepción, Concepción 4090541, Chile.
Venegas ManuelMagíster en Ciencias Biomédicas, Facultad de Medicina, Universidad Católica de la Santísima Concepción, Concepción 4090541, Chile.
Carrillo-Muñoz MatiasMagíster en Ciencias Biomédicas, Facultad de Medicina, Universidad Católica de la Santísima Concepción, Concepción 4090541, Chile.ORCID 0009-0005-6810-621X
Gutierrez-Monsalve YanitzaMagíster en Ciencias Biomédicas, Facultad de Medicina, Universidad Católica de la Santísima Concepción, Concepción 4090541, Chile.
Sanabria DorisResearch Seedbed in Perinatal Medicine, Faculty of Medicine, Pontificia Universidad Javeriana, Hospital Universitario San Ignacio, Bogotá 110231, Colombia.
Ospina CatalinaDepartment of Obstetrics and Gynecology, Faculty of Medicine, Pontificia Universidad Javeriana, Hospital Universitario San Ignacio, Bogotá 110231, Colombia.
Silva JaimeDepartment of Obstetrics and Gynecology, Faculty of Medicine, Pontificia Universidad Javeriana, Hospital Universitario San Ignacio, Bogotá 110231, Colombia.
Olaya-C MercedesDepartment of Pathology, Faculty of Medicine, Pontificia Universidad Javeriana, Hospital Universitario San Ignacio, Bogotá 110231, Colombia.ORCID 0000-0002-7147-425X
García-Robles ReggieHuman Genetics Institute, Faculty of Medicine, Pontificia Universidad Javeriana, Bogotá 110231, Colombia.ORCID 0000-0002-6804-0979

Funding

Gobierno Regional del Biobío FIC-R BIP 40036152-0 "Capital Humano Avanzado en Inteligencia Artificial para el Bío-Bío"Hospital Universitario San Ignacio and Pontificia Universidad Javeriana 7763
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligenceearly-onset preeclampsiahypertension in pregnancylate-onset preeclampsiaLatin Americamachine learningrisk factorstraditional statistics

Identifiers

PMID40868212
PMCPMC12383967

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.