Perbandingan Metode Supervised Machine Learning untuk Prediksi Prevalensi Stunting di Provinsi Jawa Timur by M Syauqi Haris, Ahsanun Naseh Khudori, Wahyu Teja Kusuma

“…East Java Province has a stunting prevalence value of 26.8% based on data integration from the Ministry of Health and the Central Statistics Agency. This value is still relatively high because the minimum standard set by the World Health Organization (WHO) is 20%. …”
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Steroids In caRdiac Surgery (SIRS) trial: acute kidney injury substudy protocol of an international randomised controlled trial by Michael Walsh, Salim Yusuf, Chirag Parikh, Jessica Vincent, P J Devereaux, Francois Lamontagne, Matthew T V Chan, Richard Whitlock, Meaghan Cuerden, Amit X Garg, Andre Lamy, Daniel I Sessler, Kevin Teoh, Ainslie Hildebrand, Yunxia Zuo, Pallav Shah, Seyed Hesameddin Abbasi, Mackenzie Quantz, Jean-Pierre Yared, Nicolas Noiseux, Georgios Tagarakis, Antoine Rochon, Janice Pogue, Abbas Salehiomran

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Assessing Mental Illness Referral Request Acceptance: A Nationwide E-Referral Data From Saudi Arabia by Alharbi AA, Aljerian NA, Alghamdi HA, Binhotan MS, Alsultan AK, Arafat MS, Aldhabib A, Aloqayli AI, Alwahbi EB, Horner RD

“…This study examined SMARC’s effectiveness in facilitating mental health service access by analyzing patient transfer acceptance rates between healthcare facilities and identifying factors influencing these rates.Methods: This retrospective cross-sectional study analyzed 9722 mental health electronic referrals within SMARC from January 2020 to December 2021. Descriptive statistics characterized referral patterns, while bivariate and multivariable logistic regression analyses identified factors associated with referral acceptance, calculating adjusted odds ratios (aORs) and 95% confidence intervals.Results: The system achieved an overall acceptance rate of 82.5%, with different patterns across age groups and regions. …”
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Metformin exerted tumoricidal effects on colon cancer tumoroids via the regulation of autophagy pathway by Roya Shabkhizan, Çığır Biray Avci, Sanya Haiaty, Marziyeh Sadat Moslehian, Fatemeh Sadeghsoltani, Ahad Bazmani, Mahdi Mahdipour, Leila Sabour Takanlou, Maryam Sabour Takanlou, Arezoo Rezaie Nezhad Zamani, Reza Rahbarghazi

“…Despite slight changes in released LDH contents, no statistically significant differences were achieved in terms of cell toxicity in MTF-exposed groups compared to the control tumoroids, indicating the insufficiency of MTF in the induction of tumor cell death (p > 0.05). …”
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Identification of Clusters in a Population With Obesity Using Machine Learning: Secondary Analysis of The Maastricht Study by Maik JM Beuken, Melanie Kleynen, Susy Braun, Kees Van Berkel, Carla van der Kallen, Annemarie Koster, Hans Bosma, Tos TJM Berendschot, Alfons JHM Houben, Nicole Dukers-Muijrers, Joop P van den Bergh, Abraham A Kroon, Iris M Kanera

“…To identify a subset of distinct, minimally redundant, predictive variables, we used the statistically equivalent signature algorithm. To describe the clusters, we applied measures of central tendency and variability, and we assessed the distinctiveness of the clusters through the emerged variables using the F test for continuous variables and the chi-square test for categorical variables at a confidence level of α=.001 ResultsWe identified 3 distinct clusters (including 4128/9188, 44.93% of all data points) among individuals with obesity (n=4128). …”
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Describing quality of life trajectories in young Hispanic women with breast cancer: 5-year results from a large prospective cohort by Bryan F. Vaca-Cartagena, Ana S. Ferrigno Guajardo, Hatem A. Azim Jr, Federico Rotolo, Antonio Olivas-Martinez, Alejandra Platas, Alan Fonseca, Fernanda Mesa-Chavez, Marlid Cruz-Ramos, Ana Rodriguez, Alejandro Mohar, Cynthia Villarreal-Garza

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Key prognostic risk factors linked to poor functional outcomes in cerebral venous sinus thrombosis: a systematic review and meta-analysis by Lili Lin, Senfeng Liu, Wei Wang, Xiao-kuo He, Muhammad Hibatullah Romli, Ruthpackiavathy Rajen Durai

“…Data analysis was performed using the Statistical Package for Social Sciences (SPSS) version 29. …”
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Wits Transplant Unit Annual Report 2022: Adult and paediatric liver transplantation by E U Wessels, K Kinandu, M Beretta, S Berkenfeld, B Bobat, L Brannigan, R Britz, D Demopoulos, L Doedens, P Gaylard, H Maher, A Mahomed, V Mudau, D Parbhoo, S Rambarran, M Reynders, F van der Schyff, B Ströbele, J Fabian, J Loveland

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Structure of Patients with Hepatocellular Cancer (Data Analysis from Two Specialised Centres) by M. V. Mayevskaya, M. S. Novruzbekov, I. M. Borovkov, D. G. Trofimova, M. S. Zharkova, V. D. Lunkov, K. N. Lutsyk, O. D. Olisov

“…AVT before and after liver transplantation allows a statistically significant increase in the five-year posttransplant survival of HCC patients with chronic hepatitis C to be achieved.…”
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Diabetes distress among immigrants of south Asian descent living in New York City: baseline results from the DREAM randomized control trial by Farhan Mohsin, Laura Wyatt, Hayley Belli, Shahmir Ali, Deborah Onakomaiya, Supriya Misra, Yousra Yusuf, Shinu Mammen, Jennifer Zanowiak, Sarah Hussain, Haroon Zafar, Sahnah Lim, Nadia Islam, Naheed Ahmed

“…Sociodemographic variables were analyzed using descriptive statistics, Chi-square tests assessed categorical variables, and Wilcoxon Rank Sum tests evaluated continuous variables (Type I error rate = 0.05). …”
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Identification of the optimal candidates to benefit from surgery and chemotherapy among elderly female breast cancer patients with bone metastases by Yuchen Hu, Junfeng Tang, Xiaofeng Liu, Yusheng Sun, Baojun Gong, Qing Gao

“…Subgroup analysis indicated that individuals classified as low-risk experienced the greatest advantage from surgery and chemotherapy (p < 0.05), whereas the high-risk group did not exhibit a statistically significant difference (p > 0.05). Drawing from the clinicopathological characteristics of elderly female breast cancer patients with bone metastases, this study developed a novel prognostic nomogram to forecast OS at 12, 24, and 36 months, enabling precise survival predictions. …”
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THE PUBLIC DEBT OF UKRAINE: A NEW DIMENSION OF DYNAMICS AND ARCHITECTURE OF THE MODEL FRAMEWORK OF THE MANAGEMENT SYSTEM by Serhii Petrukha, Nina Petrukha, Roman Miakota

“…The research methodology is based on the application of two empirical methods to assess debt dynamics: through debt issuance and financing needs. A ten-year statistical series (2015-2024) was used to construct scenarios for the evolution of debt dynamics, taking into account likely macroeconomic shocks. …”
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FDFT1 inhibits macrophage M1 polarization and promotes colorectal cancer progression by GAO Yuan, HUANG Yulan, ZHAO Kun

“…Significant increases were found in the mRNA levels of IL-1β, IL-6 and TNF-α of the macrophages with FDFT1 interference than the control cells (P<0.05). There were no statistical differences in the proliferation, apoptosis and migration of MC38 cells in the control group (OE-NC and sh-NC) and the cells of the FDFT1 overexpression group and FDFT1 knockdown group (P>0.05). …”
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Subtyping Social Determinants of Health in the "All of Us" Program: Network Analysis and Visualization Study by Suresh K Bhavnani, Weibin Zhang, Daniel Bao, Mukaila Raji, Veronica Ajewole, Rodney Hunter, Yong-Fang Kuo, Susanne Schmidt, Monique R Pappadis, Elise Smith, Alex Bokov, Timothy Reistetter, Shyam Visweswaran, Brian Downer

“…ConclusionsThis study identified SDoH subtypes that had statistically significant biclusteredness and replicability, each of which had significant associations with specific adverse health outcomes and with translational implications for targeted SDoH interventions and health care policies. …”
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Symptoms of anxiety, depression, and post-traumatic stress disorder 6 weeks and 6 months after ICU: Six out of 10 survivors affected by E van der Merwe, L Stroud, G Sharp, N van Vuuren, M Mosola, T Fodo, F Paruk

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KEMAMPUAN LITERASI SAINS SISWA SMA DI KOTA KENDARI: DESKRIPSI & ANALYSIS by Erniwati Erniwati, Istijarah istijarah, La Tahang, Hunaidah Hunaidah, Vivi Hastuti Rufa Mongkito, Suritno Fayanto

“…While the data analysis technique used descriptive statistics. The results of the investigation found that the scientific literacy ability of class X students in Senior High School 1 Kendari on the indicator aspect of content where the first indicator was the change in energy obtains a percentage of 70.83% with a sufficient category. …”
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The success of reforestation after experimental strip-shelterwood felling in the pine stands of the Eastern Polissia of Ukraine by Anatolyi Zhezhkun

“…During the accounting by the selective statistical method, individuals of natural regeneration of tree species were divided into self-sowing: 1 and 2 years old, advance growth: 3 years old, 4-8 years old, 9-15 years old. …”
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Identification and Classification of Factors Influencing the Regulation of Priority Goods Markets Based on Network Governance with an Interpretive Structural Modeling Approach by sadegh Dadashi, Fattah Sharifzadeh, Reza Vaezi, Hossein Aslipour

“…The study targets market regulation experts, selected through purposive sampling, as the statistical population for both qualitative and quantitative phases. …”
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Genetic interaction between oxidative stress and body mass index in a Spanish population by Francisco Lara-Hernández, Rebeca Melero, María Elena Quiroz-Rodríguez, Celeste Moya-Valera, Mariana de Jesús Gallardo-Espinoza, Luis Álvarez, Ingrid Lizeth Valarezo-Torres, Laisa Briongos-Figuero, Jessica Abadía-Otero, Francisco Javier Mena-Martin, Guillermo Saez, Josep Redon, Juan-Carlos Martín-Escudero, Ana-Bárbara García-García, Guillermo Ayala, Felipe Javier Chaves

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Evaluasi Usability Aplikasi Elektronik-Kesehatan Ibu dan Anak (e-KIA) by Fitra Abdurrachman Bachtiar, Retno Indah Rokhmawati, Fajar Pradana, Intan Yusuf Habibie

“…Usability testing could be used to identify problems that may occur in the early stage and could be used as early warning to application aspects need to be fixed. e-KIA Usability Testing is conducted to overcome the specified problems. Usability testing started by taking the literature review followed by evaluator selection and evaluation briefing. …”
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