Evidence map›Paper›PMID 42123104›Full record

ArticleJournal of clinical medicine2026

Sex-Stratified Machine Learning for the Prediction of Post-COVID Condition: A Longitudinal Cohort Study.

Mikhail I Krivonosov, Ekaterina Pazukhina, Mikhail Rumyantsev, Elina Abdeeva, Dina Baimukhambetova, Polina Bobkova, Yasmin El-Taravi, Maria Pikuza, Anastasia Trefilova, Aleksandr Zolotarev and 20 more

Abstract read
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In one paragraph

Article in Journal of clinical medicine, 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

30 authors.

Mikhail I KrivonosovISP RAS Research Center for Trusted Artificial Intelligence, 109004 Moscow, Russia.ORCID 0000-0002-1169-5149
Ekaterina PazukhinaCentre for Cancer Screening, Prevention and Early Diagnosis, Wolfson Institute of Population Health, Queen Mary University of London, London EC1M 6BQ, UK.
Mikhail RumyantsevDepartment of Pediatrics and Pediatric Infectious Diseases, Institute of Child's Health, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia.
Elina AbdeevaDepartment of Pediatrics and Pediatric Infectious Diseases, Institute of Child's Health, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia.
Dina BaimukhambetovaDepartment of Pediatrics and Pediatric Infectious Diseases, Institute of Child's Health, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia.
Polina BobkovaDepartment of Pediatrics and Pediatric Infectious Diseases, Institute of Child's Health, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia.
Yasmin El-TaraviDepartment of Pediatrics and Pediatric Infectious Diseases, Institute of Child's Health, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia.
Maria PikuzaDepartment of Pediatrics and Pediatric Infectious Diseases, Institute of Child's Health, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia.
Anastasia TrefilovaAcademician V.I. Krasnopolsky Moscow Regional Research Institute of Obstetrics and Gynecology (MONIIAG), 22a Pokrovka St., 101000 Moscow, Russia.ORCID 0000-0002-7074-7922
Aleksandr ZolotarevDepartment of Pediatrics and Pediatric Infectious Diseases, Institute of Child's Health, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia.
Margarita AndreevaCentre for Health Services and Policy Research, University of British Columbia, Vancouver, BC V6T 1Z4, Canada.
Ekaterina IakovlevaDepartment of Pediatrics and Pediatric Infectious Diseases, Institute of Child's Health, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia.
Nikolay BulanovTareev Clinic of Internal Diseases, Sechenov First Moscow State Medical University (Sechenov University), 119435 Moscow, Russia.ORCID 0000-0002-3989-2590
Sergey AvdeevClinic of Pulmonology, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia.ORCID 0000-0002-5999-2150
Alexey ZaikinISP RAS Research Center for Trusted Artificial Intelligence, 109004 Moscow, Russia.ORCID 0000-0001-7540-1130
Valentina KapustinaDepartment of Internal Medicine No. 1, Institute of Clinical Medicine, Sechenov First Moscow State Medical University (Sechenov University), 119435 Moscow, Russia.ORCID 0000-0001-6512-1629
Victor FominSechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia.
Andrey A SvistunovSechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia.
Peter TimashevInstitute for Regenerative Medicine, Sechenov First Moscow State Medical University (Sechenov University), 119435 Moscow, Russia.ORCID 0000-0001-7773-2435
Janna G OganezovaAcademician A.P. Nesterov Department of Ophthalmology of the Institute of Clinical Medicine, Pirogov Russian National Research Medical University, 117437 Moscow, Russia.ORCID 0000-0002-4437-9070
Nina AvdeenkoDepartment of Pediatrics and Pediatric Infectious Diseases, Institute of Child's Health, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia.
Yulia IvanovaDepartment of Pediatrics and Pediatric Infectious Diseases, Institute of Child's Health, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia.
Lyudmila FedorovaDepartment of Pediatrics and Pediatric Infectious Diseases, Institute of Child's Health, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia.
Elena KondrikovaDepartment of Pediatrics and Pediatric Infectious Diseases, Institute of Child's Health, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia.
Irina TurinaDepartment of Pediatrics and Pediatric Infectious Diseases, Institute of Child's Health, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia.
Petr GlybochkoSechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia.
Denis ButnaruSechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia.
Oleg BlyussCentre for Cancer Screening, Prevention and Early Diagnosis, Wolfson Institute of Population Health, Queen Mary University of London, London EC1M 6BQ, UK.ORCID 0000-0002-0194-6389
Daniel MunblitDepartment of Pediatrics and Pediatric Infectious Diseases, Institute of Child's Health, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia.ORCID 0000-0001-9652-6856
Sechenov StopCOVID Research Team

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

longitudinal cohortPost-COVID-19 Condition (PCC)predictive modelingsex-specific differences

Identifiers

PMID42123104
PMCPMC13164432

What OpenQuestion holds

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Registered trials

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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.