Evidence map›Paper›PMID 42795024›Full record

ArticleCancers2026

Predicting the Unpredictable: Development and External Validation of the GO SOAR Surgical Risk Calculator for Data-Driven Predictions of Surgical Complications in Gynaecological Oncology Surgery.

Faiza Gaba, Oleg Blyuss, Janna G Oganezova, Giulia Pellecchia, Stefano Restaino, Cristian Dell'Acqua, Fabio Martinelli, Naia Seminario, Eloi Sirvent, Martina Aida Angeles and 21 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Cancers, 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

31 authors.

Faiza GabaDepartment of Gynaecological Oncology, University Hospital Southampton NHS Foundation Trust, Southampton SO16 6YD, UK.ORCID 0000-0003-4081-6883
Oleg BlyussCentre for Cancer Screening, Prevention and Early Diagnosis, Wolfson Institute of Population Health, Queen Mary University of London, London E1 4NS, UK.ORCID 0000-0002-0194-6389
Janna G OganezovaAcademician A.P. Nesterov Department of Ophthalmology, Institute of Clinical Medicine, Pirogov Russian National Research Medical University, 117437 Moscow, Russia.ORCID 0000-0002-4437-9070
Giulia PellecchiaAzienda Sanitaria Universitaria Friuli Centrale, 33100 Udine, Italy.
Stefano RestainoAzienda Sanitaria Universitaria Friuli Centrale, 33100 Udine, Italy.ORCID 0000-0002-7848-0329
Cristian Dell'AcquaDepartment of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, 20072 Milan, Italy.ORCID 0009-0002-0014-7582
Fabio MartinelliDepartment of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, 20072 Milan, Italy.ORCID 0000-0002-4863-1747
Naia SeminarioGynecologic Oncology Unit, Vall d'Hebron Barcelona Hospital Campus, Universitat Autònoma de Barcelona, 08035 Barcelona, Spain.ORCID 0009-0009-5090-6365
Eloi SirventGynecologic Oncology Unit, Vall d'Hebron Barcelona Hospital Campus, Universitat Autònoma de Barcelona, 08035 Barcelona, Spain.ORCID 0009-0003-9310-4123
Martina Aida AngelesGynecologic Oncology Unit, Vall d'Hebron Barcelona Hospital Campus, Universitat Autònoma de Barcelona, 08035 Barcelona, Spain.ORCID 0000-0003-4401-3084
Antonio Gil-MorenoGynecologic Oncology Unit, Vall d'Hebron Barcelona Hospital Campus, Universitat Autònoma de Barcelona, 08035 Barcelona, Spain.ORCID 0000-0003-1106-5590
Alexandra NyiroBarts Health NHS Trust, London E1 2ES, UK.
Sani WongBarts Health NHS Trust, London E1 2ES, UK.
Elly BrockbankBarts Health NHS Trust, London E1 2ES, UK.
Eleanor BrierleyUniversity College London Hospitals NHS Foundation Trust, London NW1 2PG, UK.ORCID 0000-0002-6087-1065
Sarah WintleUniversity College London Hospitals NHS Foundation Trust, London NW1 2PG, UK.
Jyoti UtkarAberdeen Royal Infirmary, Aberdeen AB25 2ZN, UK.
Suzanne RaeAberdeen Royal Infirmary, Aberdeen AB25 2ZN, UK.
Mahalakshmi GurumurthyAberdeen Royal Infirmary, Aberdeen AB25 2ZN, UK.
Michael KirkhamAberdeen Royal Infirmary, Aberdeen AB25 2ZN, UK.
Andrew KerrAberdeen Royal Infirmary, Aberdeen AB25 2ZN, UK.
Gemma OwensLancashire Teaching Hospitals NHS Foundation Trust, Preston PR2 9HT, UK.
Bethany PiddLancashire Teaching Hospitals NHS Foundation Trust, Preston PR2 9HT, UK.
Charlotte BowlesLancashire Teaching Hospitals NHS Foundation Trust, Preston PR2 9HT, UK.
Lucia Lo CascioUniversity Hospital of Maribor, 2000 Maribor, Slovenia.
Tamara ČopiUniversity Hospital of Maribor, 2000 Maribor, Slovenia.
Andrej CokanUniversity Hospital of Maribor, 2000 Maribor, Slovenia.ORCID 0000-0002-5134-4466
Burak GirayAmerican Hospital, 34365 Istanbul, Turkey.ORCID 0000-0002-3832-6634
Çağatay TaşkıranAmerican Hospital, 34365 Istanbul, Turkey.ORCID 0009-0009-6568-7679
Dogan VatanseverAmerican Hospital, 34365 Istanbul, Turkey.ORCID 0000-0002-7831-7070
Shant ApelianDepartment of Obstetrics, Gynecology & Reproductive Sciences, Yale School of Medicine, New Haven, CT 06510, USA.

Funding

Grampian Endowment Fund 001C
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

gynaecological oncologymachine learningsurgical morbiditysurgical mortalitysurgical risk calculator

Identifiers

PMID42795024
PMCPMC13604734

What OpenQuestion holds

Textmetadata
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.