Reliability and Accuracy of the Fitbit Charge 4 Photoplethysmography Heart Rate Sensor in Ecological Conditions: Validation Study by Maxime Ceugniez, Hervé Devanne, Eric Hermand

“…Once data from the FC4 and criterion data were synchronized, accuracy and reliability analyses were performed, using intraclass correlation coefficients (ICCs), Lin concordance correlation coefficients (CCCs), mean absolute percentage errors (MAPEs), and Bland-Altman tests. A linear univariate model was also used to evaluate the effect of skin tone on bias. …”
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Swim, baby, swim: the active dispersal scenario of juvenile North Pacific loggerhead turtles revealed by historical satellite tracking data and novel operational oceanography produ... by Philippe Gaspar, Julien Temple-Boyer, Dana K. Briscoe, Masanori Kurita, Denise M. Parker, Jeffrey J. Polovina, Marc R. Rice, Tomomi Saito, George H. Balazs

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Development and Implementation of a Clinical Decision Support System to Enhance Efficiency and Accuracy in Medication Prescription Review in a Tertiary Care Hospital: A Retrospecti... by Lin M, He Y, He P, Jiang H, Luo H, Dai H, Yu L

“…Meili Lin,1 Yi He,1 Ping He,1 Hongyan Jiang,1 Huan Luo,1 Haibin Dai,1,2 Lingyan Yu1,2 1Department of Pharmacy, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, People’s Republic of China; 2Research Center for Clinical Pharmacy, Zhejiang University, Hangzhou, Zhejiang Province, People’s Republic of ChinaCorrespondence: Haibin Dai; Lingyan Yu, Department of Pharmacy, Second Affiliated Hospital, Zhejiang University School of Medicine, 88th Jiefang Road, Hangzhou, Zhejiang, People’s Republic of China, Email haibindai@zju.edu.cn; lingyanyu@zju.edu.cnBackground: The integration of Clinical Decision Support Systems (CDSSs) into the prescription review process is expected to mitigate medication errors and increase patient safety. …”
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Clinical decision fatigue: a systematic and scoping review with meta-synthesis by Nicola Grignoli, Serena Petrocchi, Peter Schulz, Luca Gabutti, Greta Manoni, Jvan Gianini

“…Objective Decision fatigue (DF) can lead to impaired judgement, decreased diagnostic accuracy and increased likelihood of medical errors. Research on DF is scarce, and little is known about its nature in the clinical context. …”
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Conveyor belt deviation identification algorithm based on anchor point positioning and cross-layer correction by Zhe WANG, Zhe FU, Pengjun CAO, Qing LI, Gaoxiang ZHANG

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Measuring and Improving the Efficiency of Python Code Generated by LLMs Using CoT Prompting and Fine-Tuning by Ramya Jonnala, Jeong Yang, Young Lee, Gongbo Liang, Zechun Cao

“…However, LLM-generated code often faces challenges due to inherent inefficiencies, including redundant logical structures, factually inconsistent content (hallucinations), and programming errors. To address this issue, our research rigorously evaluated the computational efficiency of Python code generated by three prominent LLMs: GPT-4o-Mini, GPT-3.5-Turbo, and GPT-4-Turbo. …”
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The impact of corneal epithelial remodeling on visual quality after SMILE and FS-LASIK for high myopia by Yunjing Ma, Qi Li, Qian Guo, Yue Huang, Ruibo Yang, Hui Liu, Chen Zhang, Shaozhen Zhao

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High-Resolution Mapping of Litter and Duff Fuel Loads Using Multispectral Data and Random Forest Modeling by Álvaro Agustín Chávez-Durán, Miguel Olvera-Vargas, Inmaculada Aguado, Blanca Lorena Figueroa-Rangel, Ramón Trucíos-Caciano, Ernesto Alonso Rubio-Camacho, Jaqueline Xelhuantzi-Carmona, Mariano García

“…Moreover, the relative root mean squared errors were 33.75% for litter and 27.71% for duff fuel loads, with a relative bias of less than 5% for litter and less than 20% for duff fuel loads. …”
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The impact of the SKILLZ intervention on sexual and reproductive health empowerment among Zambian adolescent girls and young women: results of a cluster randomized controlled trial by Lila A. Sheira, Chama Mulubwa, Calvin Chiu, Jenala Chipungu, Chelsea Coakley, Helene Smith, Ushma D. Upadhyay, Chansa Chilambe, Besa Chibwe, Jake M. Pry, Boyd Mkandawire, Maggie Musonda, Carolyn Bolton Moore, Jenny Liu

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In Search of a Christian Social Order: T.S. Eliot as a Follower of Maritain by Sebastian Morello

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Using Generative Adversarial Networks for the synthesis of emotional facial expressions in virtual educational environments by William Villegas-Ch, Alexandra Maldonado Navarro, Araceli Mera-Navarrete

“…The generation of emotional facial expressions using Generative Adversarial Networks (GANs) has been widely researched, achieving significant advances in creating high-quality images. …”
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Survey of oncohematological pharmaceutical care situation in Spain by María José Martínez-Bautista, Irene Mangues-Bafalluy, Gerardo Cajaraville-Ordoñana, María Josep Carreras-Soler, Ana Clopés-Estela, Estela Moreno-Martínez

“…As for safety practices, in 83% of hospitals, oncohematological pharmacists actively participated in the development and maintenance of risk management program, implemented to prevent errors. Preparation was centralized in 89% of hospitals. …”
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Critical Nitrogen Dilution Curve for Diagnosing Nitrogen Status of Cotton and Its Implications for Nitrogen Management in Cotton–Rape Rotation System by Yukun Qin, Weina Feng, Junying Chen, Cangsong Zheng, Lijuan Zhang, Taili Nie

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Goals and opportunities of bedside hemostasis screening tests by E. V. Roitman, A. A. Shabalina, M. M. Tanashyan, N. Yu. Dmitrieva

“…Statistically unreliable shift was revealed for repeated POC-assays (after 30 minutes) except INR explaining by cumulated error. Excepting Fg test, results of other whole blood tests have been longer of 7–9% than in plasma (p < 0.05) but their values were not out the reference ranges. …”
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Robust Logistic Modelling for Datasets with Unusual Points by Kumru Urgancı Tekın, Burcu Mestav, Neslihan İyit

“…Unusual Points (UPs) occur for different reasons, such as an observational error or the presence of a phenomenon with unknown cause. …”
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A deep learning approach for automated scoring of the Rey–Osterrieth complex figure by Nicolas Langer, Maurice Weber, Bruno Hebling Vieira, Dawid Strzelczyk, Lukas Wolf, Andreas Pedroni, Jonathan Heitz, Stephan Müller, Christoph Schultheiss, Marius Troendle, Juan Carlos Arango Lasprilla, Diego Rivera, Federica Scarpina, Qianhua Zhao, Rico Leuthold, Flavia Wehrle, Oskar Jenni, Peter Brugger, Tino Zaehle, Romy Lorenz, Ce Zhang

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Hydrological insights: Comparative analysis of gridded potential evapotranspiration products for hydrological simulations and drought assessment by Mohammed Abdallah, Ke Zhang, Sudhir Kumar Singh, Mukhtar Jibril Abdi, Ayman M. Elameen, Almutaz A.A. Mohammed, Hussam Eldin Elzain

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Correction: Salehi et al. <i>Cucurbits</i> Plants: A Key Emphasis to Its Pharmacological Potential. <i>Molecules</i> 2019, <i>24</i>, 1854 by Bahare Salehi, Esra Capanoglu, Nabil Adrar, Gizem Catalkaya, Shabnum Shaheen, Mehwish Jaffer, Lalit Giri, Renu Suyal, Arun K Jugran, Daniela Calina, Anca Oana Docea, Senem Kamiloglu, Dorota Kregiel, Hubert Antolak, Ewelina Pawlikowska, Surjit Sen, Krishnendu Acharya, Zeliha Selamoglu, Javad Sharifi-Rad, Miquel Martorell, Célia F. Rodrigues, Farukh Sharopov, Natália Martins, Raffaele Capasso

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ABA-IDS: Attention-Based Autoencoder for Intrusion Detection in Assistive Mobility Robotic Network by Daniel Ayo Oladele, Elisha Didam Markus

“…Anomaly scores are generated from reconstruction errors, and testing on a benchmark dataset showed that ABA-IDS outperformed existing models with fewer parameters. …”
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Design, Implementation and Practical Energy-Efficiency Evaluation of a Blockchain Based Academic Credential Verification System for Low-Power Nodes by Gabriel Fernández-Blanco, Iván Froiz-Míguez, Paula Fraga-Lamas, Tiago M. Fernández-Caramés

“…The educational system manages extensive documentation and paperwork, which can lead to human errors and sometimes abuse or fraud, such as the falsification of diplomas, certificates or other credentials. …”
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