Evidence map›Paper›PMID 39693039›Full record

ArticlePhysical and engineering sciences in medicine2025

Validating knowledge-based volumetric modulated arc therapy plans with a multi-institution model (broad model) using a complete open-loop dataset for prostate cancer.

Takaaki Ito, Kazuki Kubo, Ryuta Nakahara, Jun-Ichi Fukunaga, Yoshihiro Ueda, Tatsuya Kamima, Yumiko Shimizu, Makoto Hirata, Ryu Kawamorita, Kentaro Ishii and 2 more

Abstract readValidation StudyMulticenter Study
PubMed Publisher
In one paragraph

Article in Physical and engineering sciences in medicine, 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

12 authors.

Takaaki ItoDepartment of Medical Physics, Graduate School of Medical Sciences, Kindai University, 377-2 Onohigashi, Osakasayama-shi, Osaka, 589-8511, Japan.
Kazuki KuboDepartment of Medical Physics, Graduate School of Medical Sciences, Kindai University, 377-2 Onohigashi, Osakasayama-shi, Osaka, 589-8511, Japan.
Ryuta NakaharaDepartment of Radiation Oncology, Tane General Hospital, 1-12-21, Kujominami, Nishi-ku, Osaka-shi, Osaka, 550-0025, Japan.
Jun-Ichi FukunagaDivision of Radiology, Department of Medical Technology, Kyushu University Hospital, 3-1-1, Maidashi, Higashi-ku Fukuoka-shi, Fukuoka, 812-8582, Japan.
Yoshihiro UedaDepartment of Radiation Oncology, Osaka International Cancer Institute, 3-1-69, Otemae, Chuo-ku Osaka-shi, Osaka, 541-8567, Japan.
Tatsuya KamimaRadiation Oncology Department, Cancer Institute Hospital, Japanese Foundation for Cancer Research, 3-8-31 Ariake, Koto-ku, Tokyo, 135-8550, Japan.
Yumiko ShimizuDepartment of Radiology, Seirei Hamamatsu General Hospital, 2-12-12, Sumiyoshi, Naka-ku Hamamatsu-shi, Shizuoka, 430-8558, Japan.
Makoto HirataRadiation Therapy Center, Higashi Omi Gamo Medical Center, 340, Sakuragawanishicho, Higashiomi-shi, Shiga, 529-1572, Japan.
Ryu KawamoritaDepartment of Radiation Oncology, Tane General Hospital, 1-12-21, Kujominami, Nishi-ku, Osaka-shi, Osaka, 550-0025, Japan.
Kentaro IshiiDepartment of Radiation Oncology, Tane General Hospital, 1-12-21, Kujominami, Nishi-ku, Osaka-shi, Osaka, 550-0025, Japan.
Kiyoshi NakamatsuDepartment of Radiation Oncology, Faculty of Medicine, Kindai University, 377-2, Ohnohigashi, Osakasayama-shi, Osaka, 589-8511, Japan.
Hajime MonzenDepartment of Medical Physics, Graduate School of Medical Sciences, Kindai University, 377-2 Onohigashi, Osakasayama-shi, Osaka, 589-8511, Japan. hmon@med.kindai.ac.jp.ORCID http://orcid.org/0000-0002-7924-845X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study examined the characteristics of the broad model (KBP

Indexed as

Knowledge BasesProstatic NeoplasmsRadiotherapy, Intensity-ModulatedRadiotherapy Planning, Computer-AssistedHumansMaleRadiotherapy DosageBroad modelComplete open-loop validationKnowledge-based planningVolumetric modulated arc therapy

Identifiers

PMID39693039

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.