bluuebunny/crossref_metadata_2025_split huggingface dataset:
Optimal timing of endoscopic sagittal suturectomy
Authors: O’Brien Patrick F. , Teti Saige A. , Dewar Callum , Stabingas Kristen , Rana Md Sohel , Magge Suresh N. , Donoho Daniel A. , Syed Hasan R. , Oluigbo Chima , Myseros John S. , Rogers Gary F. , Keating Robert F. 
Published: February 2025

OBJECTIVE
Endoscopic sagittal suturectomy (ESS) is commonly offered for sagittal craniosynostosis in infants, but the optimal timing of surgery remains controversial, with many clinicians only offering ESS surgery before 3 months of age. This study investigated whether patient age predicts craniometric correction and, more specifically, whether patients > 3 months of age at surgery manifest less correction. The effects of age on blood transfusion were also investigated.

METHODS
A single-center retrospective review identifying patients with sagittal craniosynostosis who underwent ESS between 2009 and 2023 at Children’s National Medical Center was performed. The authors stratified patients by age groups to compare outcomes and transfusion rates. Additionally, receiver operating characteristic (ROC) area under the curve (AUC) analysis was performed to identify optimal age cutoffs.

RESULTS
In total, 107 patients were included. Stratifying age group by 0–2 months, 2–3 months, and > 3 months revealed that the > 3-month age group was less likely to achieve the target cephalic index (CI) at the final follow-up (48.8% vs 61.5% vs 25.0%, p = 0.031) and had less mean percentage CI change at the 6-month follow-up (17% ± 8% vs 18% ± 8% vs 12% ± 6%, p = 0.011), helmet discontinuation (18% ± 9% vs 18% ± 8% vs 12% ± 6%, p = 0.008), 1-year follow-up (15% ± 9% vs 17% ± 7% vs 10% ± 7%, p = 0.005), and final follow-up (14% ± 9% vs 15% ± 7% vs 8% ± 7%, p = 0.004). There were no differences in outcomes between groups when stratified as 0–2 months versus > 2 months of age. The only difference in outcomes between groups when stratified as 0–3 months versus > 3 months of age was the mean percentage change in CI at helmet removal (18% ± 8% vs 15% ± 7%, p = 0.044). Patients requiring transfusion were likely to be younger (median age 2 vs 3 months, p = 0.028). ROC curve analysis identified an age cut-point of 3.75 months as optimal for achieving the target CI correction at the final follow-up (AUC 0.58) and 2.75 months for transfusion avoidance (AUC 0.65).

CONCLUSIONS
Patients > 3 months of age may benefit from ESS for sagittal craniosynostosis. Further investigation is warranted to identify the optimal age for surgery and to investigate other variables influencing outcomes.
PENILAIAN ESAI MATA KULIAH BAHASA INGGRIS BERBASIS MACHINE LEARNING MENGGUNAKAN ALGORITMA REGRESI LINIER
Authors: Cahyadi  , Purnomo Dwi , Dewi Sahara Nasution  , Fitri anggraini  
Published: February 2025

Manual essay assessment is time-consuming and subjective. This study proposes an automated evaluation system using a linear regression algorithm to improve efficiency and objectivity. The model analyzes linguistic and structural features such as word count, sentence length, word complexity, and grammatical patterns. The dataset consists of student essay scored by tutors as training references. Natural Language Processing (NLP) techniques are applied to extract linguistic features and map reference scores using linear regression. The system helps instructors provide more consistent and efficient feedback while reducing subjectivity in grading. Additionally, this approach enhances assessment scalability, making it applicable to large numbers of essays. However, the model has limitations, particularly in understanding deep contextual meaning, creativity, and argument coherence. Future improvements may integrate advanced NLP models to enhance comprehension. Despite its limitations, this system presents a valuable step toward automated essay assessment in education
Penerapan Problem Based Learning untuk Meningkatkan Hasil Belajar IPA Siswa Kelas VB SD Negeri 09 Kota Bengkulu
Authors: Agustin Neli , Sari Deyenti Permata , Muktadir Abdul 
Published: February 2025

Abstrak
Penelitian ini bertujuan untuk meningkatkan hasil belajar IPA serta aktivitas siswa dengan menerapkan model Problem Based Learning. Subyek penelitian adalah siswa kelas V SD Negeri 09 Kota Bengkulu yang berjumlah 27 siswa. Jenis penelitian ini merupakan penelitian Tindakan kelas yang terdiri dari tiga siklus. Setiap siklus terdiri dari 4 tahapan yaitu (1) perencanaan, (2) pelaksanaan, (3) evaluasi, dan (4) refleksi. Instrumen penelitian berupa lembar observasi dan tes hasil belajar. Analisis data menggunakan analisis deskriptif. Hasil penelitian menunjukkan adanya peningkatan dalam hasil belajar dan aktivitas siswa pada setiap siklusnya. Pada siklus I ketuntasan hasil belajar mencapai 59,2% dan aktivitas siswa dengan rata-rata 14,5 dikategorikan cukup aktif. Sedangkan pada siklus II ketuntasan hasil belajar mencapai 81,4% dan aktivitas siswa dengan rata-rata 19 dikategorikan aktif.
Exploring the role of health consciousness and environmental awareness in purchase intentions for green-packaged organic foods: an extended TPB model
Authors: Li Youyou , Shan Baoshun 
Published: February 2025

BackgroundWith the increasing rise of green consumption concepts, consumers are becoming more concerned with the health and environmental attributes of products. However, research on purchase intentions for green-packaged organic foods remains relatively limited, particularly regarding the specific impact of health consciousness and environmental awareness. There is a clear gap in the literature addressing these factors.MethodBased on the Theory of Planned Behavior (TPB), this study constructs a relationship model between health consciousness, environmental awareness, attitude, subjective norms, perceived behavioral control, and purchase intentions for green-packaged organic foods. A total of 372 valid survey samples were collected, and data analysis was performed using SPSS 26.0 and AMOS 28.0 software to validate the theoretical model and research hypotheses.ResultsStructural equation modeling (SEM) analysis reveals that all hypotheses are significantly supported, and the model demonstrates good fit. Mediation effect analysis further reveals the impact of health consciousness and environmental awareness on purchase intentions, indicating that they influence consumer intentions indirectly through attitudes, subjective norms, and perceived behavioral control.ConclusionHealth consciousness and environmental awareness not only significantly affect consumers’ purchase intentions for green-packaged organic foods through direct paths but also have important indirect effects through attitudes, subjective norms, and perceived behavioral control. This study provides a new perspective for the theoretical development of green consumer behavior and offers valuable practical insights for businesses and policymakers in promoting green consumption and sustainable products.
Risk stratification in neuroblastoma patients through machine learning in the multicenter PRIMAGE cohort
Authors: Lozano-Montoya Jose , Jimenez-Pastor Ana , Fuster-Matanzo Almudena , Weiss Glen J. , Cerda-Alberich Leonor , Veiga-Canuto Diana , Martínez-de-Las-Heras Blanca , Cañete-Nieto Adela , Taschner-Mandl Sabine , Hero Barbara , Simon Thorsten , Ladenstein Ruth , Marti-Bonmati Luis , Alberich-Bayarri Angel 
Published: February 2025

IntroductionNeuroblastoma, the most prevalent solid cancer in children, presents significant biological and clinical heterogeneity. This inherent heterogeneity underscores the need for more precise prognostic markers at the time of diagnosis to enhance patient stratification, allowing for more personalized treatment strategies. In response, this investigation developed a machine learning model using clinical, molecular, and magnetic resonance (MR) radiomics features at diagnosis to predict patient’s overall survival (OS) and improve their risk stratification.MethodsPRIMAGE database, including 513 patients (discovery cohort), was used for model training, validation, and testing. Additional 22 patients from different hospitals served as an external independent cohort. Primary tumor segmentation on T2-weighted MR images was semi-automatically edited by an experienced radiologist. From this area, 107 radiomics features were extracted. For the development of the prediction model, radiomics features were harmonized following the nested ComBat methodology and nested cross-validation approach was employed to determine the optimal preprocessing and model configuration.ResultsThe discovery cohort yielded a 78.8 ± 4.9 and 77.7 ± 6.1 of C index and time-dependent area under de curve (AUC), respectively, over the test set, with a random survival forest exhibiting the best performance. In the independent cohort, a C-index of 93.4 and a time-dependent AUC of 95.4 were achieved. Interpretability analysis identified lesion heterogeneity, size, and molecular variables as crucial factors in OS prediction. The model stratified neuroblastoma patients into low-, intermediate-, and high-risk categories, demonstrating a superior stratification compared to standard-of-care classification system in both cohorts.DiscussionOur results suggested that radiomics features improve current risk stratification systems in patients with neuroblastoma.
The Feminism Melancholia for the Main Characters of the Novel “Kim Ji-Yeong”
Authors: Alfadlilah Muna 
Published: February 2025

Trauma is inseparable from a strong memory matter. The bond between trauma and memory is inseparable so memory will always remember the trauma of an individual. Conflicts in a literature work cause various impacts and are influenced by social, cultural, and psychological factors. One of the factors is an internal family conflict. The conflict may lead to psychological factor impacts due to mental problems, depression, such as melancholia. Melancholia refers to the mental problem expressing the problems about life perception due to depression and a tendency to anxiety, fatigue, desperation, and excessive anxiety. This research aimed to describe the reflection of melancholia of the main characters in the novel titled Kim Jie-Yeong by Cho Nam Joo. The applied theory to analyze the melancholia of the main characters is - Cathy Caruth's theory. This qualitative research applies the literature psychology. The research data consisted of some text units in the novel Kim Ji-Yeong based on the research objective. The data source from the novel of Kim Ji-Yeong. The applied data collection techniques were reading and noting while the data analysis was descriptive. The results found that the situations of the primary characters indicated the suffering of trauma and melancholia in the past events.
Keywords: Conflict, Melancholia, Trauma
Features of preserving the artistic flavor of historical works during translation
Authors: Bizhitueva M.P. , Rashidova A.G. 
Published: February 2025

The Necessity to preserve the national and historical specifics of the original has been convincingly demonstrated in numerous publications by domestic and foreign translators.
Необходимость сохранения национальной и исторической специфики оригинала убедительно продемонстрирована в многочисленных публикациях отечественных и зарубежных переводоведов.
Анализ влияния факторов прямого и косвенного воздействия на инновационную деятельность предприятия
Authors: Редкозубова И.В. 
Published: February 2025

В настоящее время на деятельность предприятия большое влияние оказывают факторы внутренней и внешней среды. Какие-то непосредственно воздействуют на хозяйствующих субъектов, внося коррективы в деятельность. Таковыми являются факторы прямого воздействия - результаты взаимодействия предприятия со средой непосредственного окружения (контрагентами, покупателями, внутренней средой). Также существуют факторы более высокого порядка, они не оказывают прямого влияния, однако формируют условия, в которых вынуждены функционировать все участники рынка. К ним относят экономические, политические, социальные, технологические и пр. Скорректировать воздействие этих факторов напрямую невозможно, поскольку влияние их глобально, однако, можно приспособиться, активно внедряя в практику инструменты стратегического инвестиционного (в том числе) планирования и риск-менеджмент. В данной статье обзорно представлено возможное влияние указанных факторов на развитие инновационной деятельности конкретного предприятия.
Currently, the activity of the enterprise is greatly influenced by factors of the internal and external environment. Some directly affect economic entities, making adjustments to their activities. These are the factors of direct impact-the results of the interaction of the enterprise with the environment of the immediate environment (contractors, buyers, internal environment). There are also factors of a higher order, they do not have a direct impact, but they form the conditions in which all market participants are forced to function. These include economic, political, social, technological, etc. It is not possible to adjust the impact of these factors directly, since their impact is global, however, it is possible to adapt by actively implementing the tools of strategic investment (including) planning and risk management. This article provides an overview of the possible impact of these factors on the development of innovative activities of a particular enterprise.
Особенности использования цифровых экосистем
Authors: Габалова Е.Б. , Волик М.В. 
Published: February 2025

Цифровая эпоха для бизнеса означает множество по сути и содержанию динамических и активно развивающихся цифровых платформ, которые меняют привычные модели потребления услуг, образуя экосистемы, где все участники могут решать свои задачи. Сегодня компании пользуются перспективной бизнес-моделью 21 века. Они выстраивают вокруг своих продуктов экосистему, с помощью которой организовывают работу. В цифровой экосистеме налажены и адаптированы все процессы, здесь участники и ИТ-платформа выступают частью единого организма. Данная статья актуальна, так как в современных условиях экономики нужно понимать, что такое цифровые экосистемы, как они работают и какую роль играют участники этих экосистем. Кроме того, технологическое развитие в глобальном и национальном разрезах во многом опирается на формирование соответствующих технологических экосистем.
The digital age for business means a lot of dynamic and actively developing digital platforms that use the usual models of service consumption, forming ecosystems where all participants can solve their problems. Today, companies are enjoying a promising business model of the 21st century. They build an ecosystem around their products, with which they organize their work. In the digital ecosystem, all processes are established and adapted, where the participants and the IT platform are part of a single organism. This article is relevant, since in modern economic conditions it is necessary to understand what digital ecosystems are, how they work and what role the participants of these ecosystems play. In addition, technological development in the global and national context is largely based on the formation of appropriate technological ecosystems.
Международный опыт использования политики импортозамещения
Authors: Новосельцева Г.Б. , Рассказова Н.В. , Щеглова Т.Н. 
Published: February 2025

В современных условиях проблема динамичного развития экономики является одной из наиболее актуальных. Одним из инструментов наращивания объемов производства является разработка и реализация политики импортозамещения и экспортоориентации. Повышенный интерес к данной проблематике в российской научной среде появился в последние годы, что связано с изменение внешних и внутренних условий развития. История развития мировой экономики имеет немало примеров успешной реализации политики импортозамещения. В статье рассматривается опыт использования политики импортозамещения в Малайзии, показаны положительные результаты динамичного развития экономики на основе статистических данных.
In modern conditions, the problem of dynamic economic development is one of the most urgent. One of the tools for increasing production volumes is the development and implementation of a policy of import substitution and export orientation. An increased interest in this issue in the Russian scientific community has appeared in recent years, which is associated with a change in the external and internal conditions of development. The history of the development of the world economy has many examples of the successful implementation of the import substitution policy. The article discusses the experience of using the import substitution policy in Malaysia and China, shows the positive results of dynamic economic development based on statistical data.
Влияние искусственного интеллекта на разные сферы деятельности в экономике
Authors: Мавлетова А.И. , Стефанова Н.А. 
Published: February 2025

В данной статье рассматривается явление «искусственного интеллекта» как передовой технологии будущего и настоящего. В работе представлена актуальная информация применению его в экономике. В статье описаны особенности данного явления и указаны основные сферы его применения в современном мире.
This article discusses the phenomenon of “artificial intelligence” as an advanced technology of the future and the present. The paper provides relevant information on its use in various fields of human activity. The article describes the features of this phenomenon and indicates the main areas of its application in the modern world.
Особенности микрокредитования по территории южного региона Кыргызской Республики
Authors: Орозбекова Ж.М. 
Published: February 2025

В данной научной статье рассмотрены некоторые особенности микрокредитования по территории южного региона Кыргызской Республики. Одним из важных направлений в комплексном развитии южного региона Кыргызской Республики выступает микрокредитование. Средний удельный вес получателей микрокредитов по территории южного региона в общем числе получателей по стране за анализируемый период составлял 49,9 %. Средний удельный вес объёма микрокредитования по территории южного региона Кыргызской Республики в общем объёме микрокредитования по всей стране за анализируемый период составлял 43,4 %.
In this scientific article reviewed some of features of the microcrediting in the territory southern region of Kyrgyz Republic. The microcrediting is one of the important directions in the integrated development of the southern region of the Kyrgyz Republic. The average share of recipients of microcredits in the southern region in the total number of recipients in the country for the analyzed period was 49,9 %. The average specific weight of the volume of the microcrediting in the southern region of the Kyrgyz Republic in the total volume of the microcrediting throughout the country for the analyzed period was 43,4 %.
Изменения в учете запасов согласно ФСБУ 5/2019 «Запасы»
Authors: Гапон М.Н. , Хитрова О.Е. 
Published: February 2025

В данной статье рассмотрены основные изменения в учёте запасов, согласно новому федеральному стандарту ФСБУ 5/2019 «Запасы». Одним из важнейших факторов обеспечения постоянства и непрерывности воспроизводства являются материалы. Они могут иметь значительную долю не только в составе оборотных активов, но и в целом в активах предприятия. Запасы являются одним из важнейших факторов обеспечения постоянства и непрерывности воспроизводства. При этом важную роль играют все составляющие общего материального запаса, в том числе и товарно-материальные ценности, которыми предприятие владеет в отраслях обращения. Материалы являются предметом труда, которые полностью расходуются в каждом производственном цикле. Некоторые из них полностью расходуются в процессе производства (сырье и материалы), другие изменяют только свою форму и размеры, а третьи входят в состав продукции без каких-либо внешних изменений (запасные части). Материалы относятся к категории разовых элементов производства: их стоимость одновременно включается в себестоимость продукции (работ, услуг). В статье отражены правила бухгалтерского учета материалов в соответствии с новым федеральным стандартом бухгалтерского учета 5/2019 «Запасы».
This article discusses the main changes in the accounting of materials, according to the new federal standard FSB 5/2019 "Reserves". One of the most important factors for ensuring the constancy and continuity of reproduction are materials. They can make a significant share not only in the composition of current assets, but also in general in the assets of the enterprise. Stocks are one of the most important factors in ensuring the constancy and continuity of reproduction. This important role is played by all the components of the total material stock, including inventory items held by the enterprise in the branches of circulation. Materials are objects of labor that are consumed entirely in each production cycle. Some of them are completely consumed in the production process (raw materials and materials), others change only their shape and size, and others are included in the products without any external changes (spare parts). Materials belong to the category of disposable production elements: their cost is simultaneously included in the cost of production (works, services). The article reflects the rules of accounting for materials in accordance with the new federal accounting standard 5/2019 «Inventories».
Применение метода кейс-стади при обучении муниципальных служащих технологиям бережливого производства
Authors: Аладко О.И. , Боталова Л.И. 
Published: February 2025

В статье рассматривается успешный опыт обучения муниципальных служащих Ханты-Мансийского автономного округа – Югры технологиям бережливого производства в лин-лаборатории на базе Югорского государственного университета. Особое внимание уделяется приемам и принципам обучения, вопросам мотивации к улучшению процессов, в том числе представлены практические примеры кейсов, решение которых способствует формированию и развитию навыков применения Lean-технологий в работе органов местного самоуправления. Показаны эффективные инструменты (канбан, визуализация, 5 S идр.), улучшающие офисные процессы.
The article considers the successful experience of Regional Institute of Management in training municipal servants on the use of lean-technologies. It focuses on the teaching basics and methods, issues of motivation for process improvements. Also it presents and describes effective tools for improve office processes: kanban, visualization, 5 S and applying them in the work of local government.