An ensemble machine learning-based performance evaluation identifies top In-Silico pathogenicity prediction methods that best classify driver mutations in cancer by Subrata Das, Vatsal Patel, Shouvik Chakravarty, Arnab Ghosh, Anirban Mukhopadhyay, Nidhan K. Biswas

“…Notably, some well-known PCSAs performed poorly, underscoring the importance of data-driven selection over relying solely on popularity.…”
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Geochemical signatures and nanomechanical properties of echinoid tests from nearshore habitats of Florida: environmental and physiological controls on echinoid biomineralization by Przemysław Gorzelak, Luis Torres Jr., Dorota Kołbuk, Tobias B. Grun, Michał Kowalewski

“…Such heterogeneity in Mg distribution within single specimens cannot be ascribed solely to environmental changes, indicating that these echinoids actively regulate their intraskeletal Mg content: the higher magnesium concentration at the tubercles relative to that of the underlying stereom may be interpreted as a strategy for enhancing their mechanical strength to withstand surface friction and wear. …”
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Exploring environmental risk in soils: Leveraging open data for non-sampling assessment? by Silvia Aparisi-Navarro, Maria Moncho-Santonja, Beatriz Defez, Carla Candeias, Fernando Rocha, Guillermo Peris-Fajarnés

“…The significant misclassification rates observed highlight the limitations of relying solely on these tools for critical environmental decisions. …”
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Synergistic removal of organic and nutrients from landfill leachate using photobioreactor-cultivated microalgae-bacteria consortium by N. Emalya, Y. Yunardi, E. Munawar, S. Suhendrayatna, T. Tarmizi

“…The two glass photobioreactors were operated batch-wise, where the first was provided with a combination of air and carbon dioxide, and the other was solely exposed to air. The pollutant removal efficacy in the leachate effluent was assessed through the measurements of chemical oxygen demand, ammonia, nitrate, nitrite, and phosphate concentrations. …”
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Optimizing electrode configurations for EEG mild cognitive impairment detection by Yi Jiang, Xin Zhang, Zhiwei Guo, Xiaobo Zhou, Jiayuan He, Ning Jiang

“…PO3, PO4, PO8, and PO7, had the highest sensitivity 96.2%, which meant that relying solely on these four electrodes of the occipital lobe had the potential to serve as an objective tool for preliminary screening of MCI. …”
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Les voyages reproductifs vers la Tunisie : l’intime au prisme des pratiques de l’assistance médicale à la procréation by Irene Maffi, Betty Rouland, Carole Wenger

“…In particular, our research demonstrates the persistence of certain norms that are part of an older gender regime in which women are solely responsible for infertility. We also look at the reproscapes in the Maghreb, focusing on reproductive itineraries and social conditions of the infertile couples we met, including the dematerialised spaces (internet) they resort to. …”
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Differential effects of left DLPFC anodal and cathodal tDCS interventions on the brain in children with autism: A randomized controlled trial by Jiannan Kang, Juanmei Wu, Xinping Huang, Wenqin Mao, Xiaoli Li

“…However, the sample size was small, and we focused solely on the effects of tDCS, with our experimental design perhaps not being able to generalize to all external manipulations of excitability in our study. …”
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Pressurised water flow in fractured permafrost rocks revealed by borehole temperature, electrical resistivity tomography, and piezometric pressure by M. Offer, M. Offer, S. Weber, S. Weber, M. Krautblatter, I. Hartmeyer, M. Keuschnig

“…They further show abrupt temperature changes (<span class="inline-formula">∼</span> 0.2–0.7 °C) at 2, 3, and 5 m depth during periods with enhanced water flow and temperature regime changes between 2016–2019 and 2020–2022 at 10 and 15 m depth, which cannot be explained solely by conductive heat transfer. Electrical resistivity measurements repeated monthly reveal a massive decrease in resistivity from June to July and the initiation of a low-resistivity (<span class="inline-formula">&lt;</span> 4 k<span class="inline-formula">Ω</span> m) zone in the lower part of the rock slope in June, gradually expanding to higher rock slope sections until September. …”
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An analysis of ambulance re-contacts after non-conveyance: a retrospective cohort study in the Netherlands by Susanne E. de Loor, Tessa Verheij, Thomas Karol, Franciscus G. M. H. M. Cuppen, Frits van Dijk, Femke Goldstein, Joyce Janssen, Remco H. A. Ebben

“…One of the indicators to measure safety is an ambulance re-contact within 72 h. However, solely measuring the percentage of re-contacts has limited validity as it lacks insight in actual reasons of an ambulance re-contact. …”
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Rotonda Mihail Sebastian (MLR, 1975) 30 de ani de la moarte by Lucian Chișu

“…In this manner, the literary histories and works of criticism dedicated to the prominent figures of Romanian writing were confined solely to the aesthetic realm, away from the revolutionary enthusiasm which haunted society like an epidemic and found fervent adepts in other sectors. …”
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Does music counteract mental fatigue? A systematic review. by Cong Ding, Soh Kim Geok, He Sun, Samsilah Roslan, Shudian Cao, Yue Zhao

“…The selected studies focused solely on music interventions, with outcomes including subjective feelings of mental fatigue, physiological markers, and both cognitive and behavioral performance.…”
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Simulator training in focus assessed transthoracic echocardiography (FATE) for undergraduate medical students: results from the FateSim randomized controlled trial by Johannes Matthias Weimer, Franziska Marietta Sprengart, Thomas Vieth, Sebastian Göbel, Anna Dionysopoulou, Rebecca Krüger, Jan Beer, Andreas Michael Weimer, Holger Buggenhagen, Roman Kloeckner, Lukas Pillong, Johanna Helfrich, Elias Waezsada, Philipp Wand, Julia Weinmann-Menke

“…Participants were randomly assigned to the study group (training solely on simulators) or the control group (training on human subjects). …”
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Trends in infections detected in women with cervicitis over a decade by Lenka A. Vodstrcil, Lenka A. Vodstrcil, Lenka A. Vodstrcil, Erica L. Plummer, Erica L. Plummer, Thuy Vy Nguyen, Thuy Vy Nguyen, Christopher K. Fairley, Christopher K. Fairley, Eric P. F. Chow, Eric P. F. Chow, Eric P. F. Chow, Tiffany R. Phillips, Tiffany R. Phillips, Catriona S. Bradshaw, Catriona S. Bradshaw, Catriona S. Bradshaw

“…Of the 517/665 (78%) non-chlamydial/non-gonococcal cases, 164 (32%) had BV and 16 (3%) had M. genitalium as the sole infections detected; a further 13 cases (3%) were co-infected with BV and M. genitalium. …”
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Quantification of regional net CO₂ flux errors in the Orbiting Carbon Observatory-2 (OCO-2) v10 model intercomparison project (MIP) ensemble using airborne measurements by J. Yun, J. Liu, J. Liu, B. Byrne, B. Weir, B. Weir, L. E. Ott, K. McKain, B. C. Baier, L. V. Gatti, S. C. Biraud

“…We first calculate the root mean square error (RMSE) between the ensemble mean of posterior CO<span class="inline-formula">₂</span> concentrations and airborne observations and then isolate the CO<span class="inline-formula">₂</span> concentration errors caused solely by the ensemble mean of posterior net fluxes by subtracting the observation, representation, and transport errors from seven regions. …”
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Machine Learning-Based Alzheimer’s Disease Stage Diagnosis Utilizing Blood Gene Expression and Clinical Data: A Comparative Investigation by Manash Sarma, Subarna Chatterjee

“…This study presents the sole investigation in which multiclassification-based AD stage diagnosis was conducted utilizing blood gene expression data. …”
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Role of mordenite zeolite in improving nutrient and water use efficiency in Alfisols by Girijaveni V, Sammi Reddy K, Srinivasarao Ch, Raju B M K, Divya Balakrishnan, Sumanta Kundu, Pushpanjali, Jagriti Rohit, Singh V K

“…Furthermore, the column study revealed that there was 15.4% reduction in NH4+–N loss with 10 tonnes zeolite ha−1 + N @ 100 kg ha−1 as compared to N alone, while the reduction was 39.6% with 10 tonnes zeolite ha−1 + N @ 500 kg ha−1 compared to N alone, suggesting that the zeolite could control the release of N as compared to the sole application of N, which was supplied through urea. …”
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Efficient synthesis of fluorinated triphenylenes with enhanced arene–perfluoroarene interactions in columnar mesophases by Yang Chen, Jiao He, Hang Lin, Hai-Feng Wang, Ping Hu, Bi-Qin Wang, Ke-Qing Zhao, Bertrand Donnio

“…These compounds differ from the previously reported series, 1,2,4-trifluoro-6,7,10,11-tetraalkoxy-3-aryltriphenylenes (PHn), solely by the substitution of the terminal phenyl ring with a pentafluorophenyl ring. …”
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Digital Mindfulness Training for Burnout Reduction in Physicians: Clinician-Driven Approach by Lia Antico, Judson Brewer

“…ResultsBoth studies showed that MT decreased cynicism (posttreatment: 33% reduction; P≤.04; r≥0.41 and follow-up: 33% reduction; P≤.04; r≥0.45), while improvements in emotional exhaustion were observed solely in the first study (25% reduction, P=.02, r=.50 at posttreatment; 25% reduction, P=.008, r=.62 at follow-up). …”
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Role of Gut and Urinary Microbiome in Children with Urinary Tract Infections: A Systematic Review by Anjali Srivastava, Omprakash Shete, Annu Gulia, Sumit Aggarwal, Tarini Shankar Ghosh, Vineet Ahuja, Sachit Anand

“…While five studies compared the microbiota signatures between patients and controls, three studies focused solely on the UTI cohort. Also, the gut and urinary microbiome profiles were investigated by four studies each. …”
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Degradation of low-density polyethylene by a novel strain of bacteria isolated from the plastisphere of marine ecosystems by F.A. Febria, A. Syafrita, A. Putra, H. Hidayat, C. Febrion

“…IBP-2.CONCLUSION: All four marine bacterial isolates can use low-density polyethylene as the sole carbon source. Based on quantitative and qualitative analyses, Bacillus paramycoides IBP-3 has the best potential for degrading low-density polyethylene film. …”
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