Explainable machine learning for modeling of net ecosystem exchange in boreal forests by E. Ezhova, T. Laanti, A. Lintunen, P. Kolari, T. Nieminen, I. Mammarella, K. Heljanko, K. Heljanko, M. Kulmala

“…When the data sets from both stations were mixed, soil water content, the only variable clearly different between Hyytiälä and Värriö data sets, emerged as one of the most important variables, but its importance diminished when input variables labeling sites were added. In addition, we analyze the dependencies of NEE on input variables against the existing theoretical understanding of NEE drivers. …”
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Question–Answer Methodology for Vulnerable Source Code Review via Prototype-Based Model-Agnostic Meta-Learning by Pablo Corona-Fraga, Aldo Hernandez-Suarez, Gabriel Sanchez-Perez, Linda Karina Toscano-Medina, Hector Perez-Meana, Jose Portillo-Portillo, Jesus Olivares-Mercado, Luis Javier García Villalba

“…Machine Learning (ML)-based approaches aim to overcome these limitations but encounter challenges related to scalability and adaptability due to their reliance on large labeled datasets and their limited alignment with the requirements of secure development teams. …”
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Analisa dan Perancangan Sistem Informasi Manajemen Validasi Data Pembangunan Fiber Optik by Akhmad Subhan, Wachyu Hari Haji

“…Order validation is not recorded in detail, starting from the entry order to be validated, order status, labeling, and the time-consuming process of reporting because it is done manually and is not updated directly according to the conditions of the order. …”
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Remimazolam Suppresses Oxidative Stress and Apoptosis in Cerebral Ischemia/Reperfusion Injury by Regulating AKT/GSK-3β/NRF2 Pathway by Duan M, Yu N, Liu J, Zhao Y, Zhang J, Song S, Wang S

“…The viability and apoptosis rate of SY5Y cells, neurological deficit score, cerebral infarction volume and morphological changes of rat brain cells as well as the protein expression of Bax, Bcl2, Caspase 3, Cleaved-Caspase 3 and the number of TdT-mediated dUTP Nick-End Labeling (TUNEL)-positive cells in the penumbral region were detected. …”
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AiGPro: a multi-tasks model for profiling of GPCRs for agonist and antagonist by Rahul Brahma, Sunghyun Moon, Jae-Min Shin, Kwang-Hwi Cho

“…The proposed framework incorporates an innovative dual-label prediction strategy, enabling the simultaneous classification of molecules as agonists, antagonists, or both. …”
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Upadacitinib in active non-radiographic axial spondyloarthritis: 2-year data from the phase 3 SELECT-AXIS 2 study by Filip Van den Bosch, Atul Deodhar, Denis Poddubnyy, Walter P. Maksymowych, Désirée van der Heijde, Tae-Hwan Kim, Mitsumasa Kishimoto, Xenofon Baraliakos, Xianwei Bu, Ivan Lagunes-Galindo, In-Ho Song, Peter Wung, Koji Kato, Anna Shmagel

“…Patients were randomized 1:1 to receive double-blinded treatment with upadacitinib 15 mg once daily (QD) or placebo for 52 weeks, after which all patients received open-label treatment with upadacitinib 15 mg QD. Efficacy results over 104 weeks were reported as observed (AO) and either AO with non-responder imputation (AO-NRI; binary endpoints) or AO with mixed-effect model for repeated measures (continuous endpoints). …”
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Outcomes in stage IIA versus stage IIB/III in the PALLAS trial [ABCSG-42/AFT-05/PrE0109/BIG-14-13]) by A. DeMichele, A. C. Dueck, D. Hlauschek, M. Martin, H. Burstein, G. Pfeiler, N. Zdenkowski, A. Wolff, M. Bellet-Ezquerra, E. Winer, M. Balic, K. Miller, M. Colleoni, D. Lake, G. Rubovsky, D. Cameron, J. Balko, C. F. Singer, Z. Nowecki, H. Iwata, N. Wolmark, K. A. Parraga, H. Rugo, G. G. Steger, T. Traina, G. Werutsky, D. Czajkowska, O. Metzger, S. El-Abed, K. P. Theall, R. D. Lu, P. O’Brien, C. Fesl, E. Mayer, M. Gnant

“…Methods PALLAS was an international, multicenter, randomized, open-label, phase III trial, representing a public–private partnership between Pfizer, the Austrian Breast Cancer Study Group, and the U.S. …”
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In Vitro Screening and Transfection Concentration Optimization of Cynomolgus Monkey IκBα-siRNA by Zhaoxing Ou, Rui Zeng, Yifan Lin, Si Zhang, Mohammad Alzogool, Peng Zeng, Yuqing Lan

“…Both cells were transfected with Cy5-labeled nonspecific control-siRNA (NC-siRNA) of four different concentrations (10, 20, 50, and 100 nmol/L(nM)), and flow cytometry was used to assess transfection efficiency. …”
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Automated multidimensional deep learning platform for referable diabetic retinopathy detection: a multicentre, retrospective study by Chi Pui Pang, Weiqi Chen, Mingzhi Zhang, Tsz Kin Ng, Yi Zheng, Guihua Zhang, Jian-Wei Lin, Ji Wang, Jie Ji, Ling-Ping Cen, Peiwen Xie, Yongqun Xiong, Hanfu Wu, Dongjie Li

“…Objective To develop and validate a real-world screening, guideline-based deep learning (DL) system for referable diabetic retinopathy (DR) detection.Design This is a multicentre platform development study based on retrospective, cross-sectional data sets. Images were labelled by two-level certificated graders as the ground truth. …”
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A Neural Circuit From Paraventricular Nucleus of the Thalamus to the Nucleus Accumbens Mediates Inflammatory Pain in Mice by Xi Liu, Xi Zhang, Dongxu Wang, Ya Cao, Ling Zhang, Zhonghua Li, Qin Zhang, Yu Shen, Xian Lu, Keyu Fan, Mingxia Liu, Jingqiu Wei, Siping Hu, He Liu

“…Following the injection of retrograde transport fluorescent‐labeled virus into NAc, glutamatergic neurons projecting from the PVT to NAc were observed, confirming the projection relationship between PVT and NAc. …”
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Exploring the Role of C-C Motif Chemokine Ligand-2 Single Nucleotide Polymorphism in Pulmonary Tuberculosis: A Genetic Association Study from North India by Sanjay K. Biswas, Mayank Mittal, Ekata Sinha, Vandana Singh, Nidhi Arela, Bharat Bajaj, Pramod K. Tiwari, Vishwa M. Katoch, Keshar K. Mohanty

“…The genotyping was carried out in 373 participants with pulmonary TB (PTB) and 248 healthy controls (HCs) for CCL2-2518 A>G and -362 G>C polymorphisms by PCR-RFLP and by melting curve analysis using fluorescence-labeled hybridization fluorescent resonance energy transfer (FRET) probes, respectively, followed by DNA sequencing in a few representative samples. …”
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Ginsenoside Rg1 alleviates chronic testicular damage caused by cranial irradiation through the SCF/PI3K/Akt/mTOR pathway in mice by Qiuhua Zhou, Yiquan Ou, Xiangsheng Tian, Yujun Ning, Yuwei Mao, Weichao Zhao, Dingxin Long

“…Further Terminal deoxynucleotidyl transferase-mediated dUTP-biotin nick end labeling (TUNEL) and Enzyme linked immunosorbent assay (ELISA) assays demonstrated that Rg1 inhibited testicular apoptosis (IR: 3.21 ​± ​0.28 vs. …”
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Atezolizumab, bevacizumab, pemetrexed and platinum for EGFR‐mutant NSCLC patients after EGFR TKI failure: A phase II study with immune cell profile analysis by Shang‐Gin Wu, Chao‐Chi Ho, James Chih‐Hsin Yang, Shu‐Han Yu, Yen‐Feng Lin, Shu‐Chin Lin, Bin‐Chi Liao, Ching‐Yao Yang, Yen‐Ting Lin, Chong‐Jen Yu, Ya‐Ting Chuang, Wei‐Yu Liao, Kah Yi Yap, Weng Si Kou, Jin‐Yuan Shih

“…IMpower 150 study demonstrated promising efficacy for a combination of immune‐chemotherapy and bevacizumab in patients with EGFR‐mutated NSCLC. Methods This open‐label, single‐arm, phase II trial evaluated the efficacy and immune cell profile of the modified regimen combining atezolizumab, bevacizumab (7.5 mg/kg) and chemotherapy in patients with EGFR‐mutated NSCLC following TKI failure. …”
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A prospective multi-site study to evaluate the performance and usability of an oral fluid-based HIV self-test in Canada by Richard A. Galli, Darshanand Maraj, Kristin McBain, Jason M. Lo Hog Tian, Abbey McFarland, Wangari Tharao, Nontobeko P. Nkala, Arlene Chan, Mark da Silva, Rejean Thomas, Anne-Fanny Vassal, Martin Lepage, Laurie Ireland, Mike Payne, Jared Starr, Chris Fraser, Marion Selfridge, Mona Loutfy, Roberta Halpenny, Nirubini Jeyarajah, Vanessa Tran, Tony Mazzulli, Sean B. Rourke

“…The study objectives were to evaluate the oral fluid-based OraQuick® HIV Self-Test (HIV-ST) performance in comparison to laboratory reference testing; determine if laypersons can correctly perform the HIV-ST; document if intended users can successfully interpret pre-made contrived positive, negative, and invalid results; and document if intended users can understand the key messages in the product labeling. Methods This prospective study enrolled consenting adult intended users of HIV self-testing from six community health centres in four Canadian provinces between June 2022 and January 2024. …”
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Restorative Neurostimulation Therapy Compared to Optimal Medical Management: A Randomized Evaluation (RESTORE) for the Treatment of Chronic Mechanical Low Back Pain due to Multifid... by Frank Schwab, Nagy Mekhail, Kiran V. Patel, Meredith Langhorst, Robert D. Heros, Jonathan Gentile, Sherif Costandi, Gregory Moore, Christopher Gilmore, Smith Manion, Krishnan Chakravarthy, S. Craig Meyer, Justin V. Bundy, Jordan L. Tate, Rebecca Sanders, Sandeep Vaid, Oszkar Szentirmai, Johnathan Goree, Vikas V. Patel, Jeff Lehmen, Mehul J. Desai, Jason E. Pope, Anthony Giuffrida, Salim Hayek, Sohrab Singh Virk, Richard Paicius, William R. Klemme, Robert Levy, Christopher Gilligan, the RESTORE investigators

“…Methods RESTORE is a multicenter, open-label randomized controlled trial. Candidates were assessed for CLBP associated with multifidus dysfunction, with no indication for or history of lumbar spine surgery. …”
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Rationale and design of a multicentre randomised controlled trial on circulating tumour DNA-guided neoadjuvant treatment strategy for locally advanced rectal cancer (CINTS-R) by Bin Wu, Yi Xiao, Xiao Zhang, Tao Xu, Qian Liu, Wei Fu, Yang An, Yongheng Li, Guole Lin, Huadan Xue, Guoju Wu, Jiaolin Zhou, Hongwei Yao, Zhenjun Wang, Weijie Chen, Junyang Lu, Guannan Zhang, Xiaoyuan Qiu

“…Our previous study has shown that circulating tumour DNA (ctDNA) effectively reflects tumour burden and genetic characteristics and has significant predictive value for tumour recurrence, demonstrating great potential in guiding the choice of neoadjuvant strategies.Methods and analysis The CINTS-R trial is a multicentre, open-label, randomised controlled trial designed to evaluate the efficacy and safety of a ctDNA-guided neoadjuvant treatment strategy compared with conventional neoadjuvant therapy regime in patients with LARC. …”
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Appearance of green tea compounds in plasma following acute green tea consumption is modulated by the gut microbiome in mice by John D. Sterrett, Kevin D. Quinn, Katrina A. Doenges, Nichole M. Nusbacher, Cassandra L. Levens, Mike L. Armstrong, Richard M. Reisdorph, Harry Smith, Laura M. Saba, Kristine A. Kuhn, Catherine A. Lozupone, Nichole A. Reisdorph

“…Overall, we describe a novel workflow for discovering relationships between individual food compounds and the composition of the gut microbiome.IMPORTANCEFoods contain thousands of unique and biologically important compounds beyond the macro- and micro-nutrients listed on nutrition facts labels. In mammals, many of these compounds are metabolized or co-metabolized by the community of microbes in the colon. …”
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Olanzapine for young PEople with aNorexia nervosa (OPEN): results of a feasibility study by Olena Said, Dominic Stringer, Ece Sengun Filiz, Hiba Mutwalli, Sevgi Bektas, Melahat Nur Akkese, Vanessa Kellermann, Katie Ireland, Elizabeth Tyrrell-Bunge, Demelza Beishon-Murley, Joel W. T. Khor, Lee Allman, Joanna Barker, Nicus Kotze, Ben Carter, Mima Simic, Dilveer Singh Sually, Jessica Bentley, Allan H. Young, Sloane Madden, Sarah Byford, Sabine Landau, Vanessa Lawrence, Janet Treasure, Ulrike Schmidt, Dasha Nicholls, Hubertus Himmerich

“…Methods We assessed the feasibility of a future definitive trial on olanzapine in young people with AN in an open-label, one-armed feasibility study that aimed to include 55 patients with AN or atypical AN aged 12–24 who gained < 2 kg within at least one month of treatment as usual (TAU) during outpatient, inpatient, or day-care treatment. …”
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Diagnostics and treatment of Helicobacter pylori infection in adults: Clinical guidelines of the Russian gastroenterological association by V. T. Ivashkin, I. V. Mayev, T. L. Lapina, A. A. Sheptulin, A. S. Trukhmanov, Ye. K. Baranskaya, R. A. Abdulkhakov, O. P. Alekseyeva, S. A. Alekseyenko, N. N. Dekhnich, R. S. Kozlov, I. L. Klyaritskaya, N. V. Korochanskaya, S. A. Kurilovich, M. F. Osipenko, V. I. Simanenkov, A. V. Tkachev, I. B. Khlynov, V. V. Tsukanov

“…Breath test with 13С-labeled urea, laboratory test for assessment of anti-H. pylori antibodies in feces, rapid urease test and serological method can be recommended for primary diagnostics of infection. …”
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Effects of a liquefied petroleum gas stove and fuel intervention on head circumference and length at birth: A multi-country household air pollution intervention network (HAPIN) tri... by Hina Raheel, Sheela Sinharoy, Anaité Diaz-Artiga, Sarada S. Garg, Ajay Pillarisetti, Kalpana Balakrishnan, Marilu Chiang, Amy Lovvorn, Miles Kirby, Usha Ramakrishnan, Shirin Jabbarzadeh, Alexie Mukeshimana, Michael Johnson, John P. McCracken, Luke P. Naeher, Ghislaine Rosa, Jiantong Wang, Joshua Rosenthal, William Checkley, Thomas F. Clasen, Jennifer L. Peel, Lisa M. Thompson

“…Methods: The Household Air Pollution Intervention Network (HAPIN) trial was an open label multi-country-randomized controlled trial, with 3200 pregnant women aged 18–34 years (9–19 weeks of gestation) randomly assigned in a 1:1 ratio to receive liquefied petroleum gas (LPG) stove intervention compared to women continuing to cook with solid fuels for 18 months. …”
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