Evidence map›Paper›PMID 41233647›Full record

ArticlePediatric cardiology2026

External Validation of the PLASE Score Prediction Model for PDA Surgery.

Yusuke Morita, Satoshi Masutani, Kyongsun Pak, Tohru Kobayashi, Seiichi Tomotaki, Tetsuya Isayama, Katsuaki Toyoshima

Abstract readValidation Study
In one paragraph

Article in Pediatric cardiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Yusuke MoritaDepartment of Neonatology, Kanagawa Children's Medical Center, Yokohama, Japan.
Satoshi MasutaniDepartment of Pediatrics, Saitama Medical Center, Saitama Medical University, Staff Office Building 110, 1981 Kamoda, Kawagoe, Saitama, 350-8550, Japan. masutani@saitama-med.ac.jp.
Kyongsun PakDepartment of Data Science, Clinical Research Center, National Center for Child Health and Development, Setagaya, Japan.
Tohru KobayashiDepartment of Data Science, Clinical Research Center, National Center for Child Health and Development, Setagaya, Japan.
Seiichi TomotakiDepartment of Pediatrics, Graduate School of Medicine, Kyoto University, Kyoto, Japan.
Tetsuya IsayamaDepartment of Neonatology, National Center for Child Health and Development, Setagaya, Japan.
Katsuaki ToyoshimaDepartment of Neonatology, Kanagawa Children's Medical Center, Yokohama, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The PLASE score-a predictive model for subsequent patent ductus arteriosus (PDA) surgery using simple echocardiographic indices on day 3-has demonstrated strong predictive ability. To our knowledge, no predictive model for PDA surgery has undergone external validation. This study aimed to externally validate and update the PLASE score using an independent cohort. The PLASE score was applied to a validation dataset comprising infants admitted to Kanagawa Children's Medical Center between 2019 and 2024 with a gestational age of 23 to 29 weeks. Discriminative performance was assessed using the area under the receiver operating characteristic curve (ROC-AUC) and the Brier score. Calibration analysis was also conducted. The PLASE score was subsequently updated using the entire dataset. The validation cohort included 127 patients-23 who underwent PDA surgery and 104 who did not. The PLASE score exhibited good discriminative ability, with a ROC-AUC of 0.833 (95% confidence interval [CI], 0.755-0.911) and a Brier score of 0.125. After model updating, the ROC-AUC improved to 0.846 (95% CI, 0.810-0.882). The PLASE score demonstrated high predictive performance in this external validation cohort. Based on the integrated dataset, a revised model (PLASE score version 2) was developed, offering a more robust and clinically applicable tool for current neonatal care.

Indexed as

Cardiac Surgical ProceduresDuctus Arteriosus, PatentEchocardiographyFemaleGestational AgeHumansInfant, NewbornMalePrediction AlgorithmsPredictive Value of TestsROC CurveOperationPatent ductus arteriosusPredictionPretermUltrasound

Identifiers

PMID41233647
PMCPMC13597539

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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.