Evidence map›Paper›PMID 42011945›Full record

SynthesisJournal of clinical ultrasound : JCU2026

Have Iota Simple Rules the Same Diagnostic Performance When Used by Nonexpert Examiners as Compared to Expert Examiners? Systematic Review and Meta-Analisis.

Dominique Hierard, Carmen Padilla-Prieto, Claudia Arego, Ana Nebot, Carmen Vallecillo, Stefano Guerriero, Rodrigo Orozco, Juan Luis Alcázar

Abstract readSystematic ReviewMeta-AnalysisComparative Study
In one paragraph

Synthesis in Journal of clinical ultrasound : JCU, 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
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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

8 authors.

Dominique HierardDepartment of Obstetrics and Gynecology, Hospital Dr. Sotero del Rio, Santiago, Chile.
Carmen Padilla-PrietoDepartment of Obstetrics and Gynecology, Hospital Universitario y Politécnico La Fe, Valencia, Spain.
Claudia AregoDepartment of Obstetrics and Gynecology, Hospital General Universitario de Castellón, Castellón de la Plana, Spain.
Ana NebotDepartment of Obstetrics and Gynecology, Hospital General Universitario Santa Lucía, Cartagena, Spain.
Carmen VallecilloDepartment of Obstetrics and Gynecology, Hospital Central de la Defensa Gómez Ulla, Madrid, Spain.
Stefano GuerrieroCentro Integrato di Procreazione Medicalmente Assistita (PMA) e Diagnostica Ostetrico Ginecologica, Policlinico Universitario Duilio Casula, University of Cagliari, Cagliari, Italy.ORCID https://orcid.org/0000-0002-1359-7155
Rodrigo OrozcoDepartment of Obstetrics and Gynecology, Hospital QuironSalud, Málaga, Spain.
Juan Luis AlcázarDepartment of Obstetrics and Gynecology, Hospital QuironSalud, Málaga, Spain.ORCID https://orcid.org/0000-0002-9700-0853

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo compare the diagnostic accuracy of the IOTA Simple Rules for classifying adnexal masses when applied by expert versus nonexpert ultrasound operators, and to assess whether diagnostic performance is maintained across different levels of examiner experience.

methodsA systematic review and meta-analysis was performed according to PRISMA-DTA guidelines. PubMed, Scopus, and Embase were searched for studies evaluating the IOTA Simple Rules with histopathology as the reference standard. Studies were stratified by operator experience: experts (IOTA-trained subspecialists) and nonexperts (general gynecologists or trainees). Pooled sensitivity, specificity, likelihood ratios, diagnostic odds ratios, and HSROC curves were calculated using a bivariate random-effects model. Heterogeneity was quantified using I

resultsThirty studies (25 with expert and 11 with nonexpert examiners) were included, encompassing adnexal masses with a mean malignancy prevalence of 27%. Among expert operators, pooled sensitivity and specificity were 0.90 (95% CI 0.86-0.92) and 0.93 (95% CI 0.91-0.95), respectively, with an AUC of 0.96. Among nonexpert operators, pooled sensitivity and specificity were 0.88 (95% CI 0.82-0.92) and 0.92 (95% CI 0.86-0.96), with an AUC of 0.95. Diagnostic odds ratios were 118 for experts and 86 for nonexperts. Differences in accuracy between groups were nonstatistically significant and, therefore, clinically negligible. Using an estimated prevalence of 27%, the positive posttest probability was 84% for experts and 81% for nonexperts, while the negative posttest probability was 4% and 5%, respectively. No significant publication bias was detected.

conclusionThe IOTA Simple Rules demonstrate excellent diagnostic accuracy when used by both expert and nonexpert operators, with only minor differences in performance. These findings confirm that the Simple Rules are reproducible, robust and transferable across different clinical experience levels, supporting their role as an accessible and reliable triage tool for adnexal mass assessment, including outside tertiary referral centers.

Indexed as

Adnexal DiseasesClinical CompetenceFemaleHumansObserver VariationReproducibility of ResultsSensitivity and SpecificityUltrasonographyadnexal massesdiagnosismeta‐analysissimple rulesultrasound

Identifiers

PMID42011945
PMCPMC13540527

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.