Streamlining systematic reviews with large language models using prompt engineering and retrieval augmented generation by Fouad Trad, Ryan Yammine, Jana Charafeddine, Marlene Chakhtoura, Maya Rahme, Ghada El-Hajj Fuleihan, Ali Chehab

“…We analyzed Rayyan’s title/abstract screening performance using different inclusion thresholds. For the LLM, we used prompt engineering for title/abstract screening and Retrieval-Augmented Generation (RAG) for full-text screening. …”
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SHAZAM: Self-Supervised Change Monitoring for Hazard Detection and Mapping by Samuel Garske, Konrad Heidler, Bradley Evans, Kee Choon Wong, Xiao Xiang Zhu

“…SHAZAM offers an effective and generalisable solution for hazard detection and mapping across different geographical regions and a diverse range of hazards, and highlights the potential of further self-supervised method contributions for hazard detection and mapping.…”
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Remaining Available Energy Prediction for Energy Storage Batteries Based on Interpretable Generalized Additive Neural Network by Ji Qi, Pengrui Li, Yifan Dong, Zhicheng Fu, Zhanguo Wang, Yong Yi, Jie Tian

“…First, considering the variability in battery operating conditions, the study designs a battery working voltage threshold that accounts for safety margins and proposes an available energy state assessment metric, which enhances prediction consistency under different discharge conditions. …”
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Dynamic evolutionary game model for coal mine safety monitoring and control and its application by Ruxiang QIN, Tao SHEN, Shihui LI

“…However, when the b value drops by more than the threshold (3.42%), monitoring and control personnel may turn to inadequate work. …”
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Probabilistic Forecasting of Offshore Wind Power Based on Dual-stage Attentional LSTM and Joint Quantile Loss Function by Xiangjing SU, Haibo YU, Yang FU, Shuxin TIAN, Haiyu LI, Fuhai GENG

“…Probabilistic prediction of offshore wind power is not high in accuracy due to the predetermined threshold limitation of the traditional feature correlation method and the magnitude difference of the quantile loss in each quantile loss. …”
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An observational study on gray matter volume and white matter integrity in suicide attempters with bipolar I disorder by Anuranjan Vishwakarma, Pankaj, Raman Deep, S Senthil Kumaran, Pratap Sharan

“…Aim: The study aimed to assess the white matter (WM) integrity and gray matter (GM) volume associated with suicide attempts in BD. Method: This observational study recruited 32 patients with DSM-5 bipolar I disorder. …”
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Simulating the (99942) Apophis Earth Flyby Using a Contact Binary Model by Hai-Shuo Wang, Paul Sánchez, D.J. Scheeres

“…This paper investigates the mass shifts of asteroid (99942) Apophis during its 2029 close encounter with Earth, using the contact dynamics method, a type of discrete element method. Unlike previous analyses, we model the asteroid as a contact binary body with the addition of granules between the body’s components. …”
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A novel approach to identifying C2 and C3 block vertebrae by Saavi Reddy Pellakuru, Ahmed Saad, Karthikeyan P. Iyengar, Kapil Shirodkar, Faizul Hassan, David Beale, Rajesh Botchu, Sandeep Velicheti

“…Our study proposes a novel method of recognizing BV by measuring their height to aid in accurately distinguishing BV from normal vertebrae. …”
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Mycobacteriophage-based test system for phenotypic drug sensitivity of clinical isolates of tuberculous mycobacteria by M. B. Lapenkova, G. A. Аrustamova, Yu. S. Аlyapkina, P. N. Filippov, S. V. Lazebny, M. A. Vladimirskiy

“…The drug sensitivity of the tested sample was assessed by ranges of the differences in fluorescence threshold levels corresponding to the amount of mycobacteriophages between the control and test sample. …”
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Genotypic variability in cotton's transpiration response under progressive soil drying by Katrina J. Broughton, Eleanor L. Bate, Corey W. Cutler, Christopher N. Allen, Alan J. E. Thompson, Warren C. Conaty

“…It tests the hypothesis that water conservation traits may provide tolerance to water stress, particularly when combined with other drought stress traits. MethodsThree glasshouse experiments were conducted to identify whether there are differences in the fraction of transpirable soil water (FTSW) threshold values for transpiration decline among six cotton genotypes. …”
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Control of inorganic and organic phosphorus molecules on microbial activity, and the stoichiometry of nutrient cycling in soils in an arid, agricultural ecosystem by Pamela Chavez-Ortiz, John Larsen, Gabriela Olmedo-Alvarez, Felipe García-Oliva

“…The C:N:P stoichiometry of the microbial biomass implied a change in the microbial community which affected the carbon use efficiency (CUE), threshold elemental ratio (TER), and homeostasis. Conclusion Different organic and inorganic sources of P affect soil microbial community structure and metabolism. …”
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Dynamics and Control of a Novel Discrete Internet Rumor Propagation Model in a Multilingual Environment by Nan Lei, Yang Xia, Weinan Fu, Xinyue Zhang, Haijun Jiang

“…Then, the propagation threshold <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msub><mi>R</mi><mn>0</mn></msub></semantics></math></inline-formula> is obtained by the next-generation matrix method. …”
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Active coupling radar array design approach for direction-of-arrival estimation by Jingyu Cong, Huafei Wang, Kai Xie, Zhenmiao Deng

“…Moreover, using the proposed method, the detection SNR threshold can be significantly improved, thus ensuring more accurate DOA estimation. …”
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Evaluation of BaP in breathing zone of asphalt workers in Tehran by H Kakoei, H Aghaei, J SHahtaheri, F Omidi, S Arefian, K Azam, Sh Resalati

“…In addition occupational exposure to benzo (a) pyrene is lower than Threshold Limit Value by related organizations.…”
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Effects of Object Density on Speed Perception of First-Person Perspective Navigation Videos by Yuki Kosuge, Shogo Okamoto

“…The perception of moving speed in navigation video images differs from that in real-world environments due to the reduced availability of sensory cues. …”
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Estimating evolutionary and demographic parameters via ARG-derived IBD. by Zhendong Huang, Jerome Kelleher, Yao-Ban Chan, David Balding

“…Our mutation-rate estimator achieves precision similar to a previously-published method despite a 4 000-fold reduction in data used for inference, and we identify significant differences between human populations. …”
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Comparative Research on Vessel Navigability on the Northern Sea Route Based on the NSR Admission Criteria and POLARIS Methodology by Long Ma, Sihan Qian, Xiaoguang Mou, Jiemin Fan, Jin Xu, Liang Cao, Bo Xu, Boxi Yao, Xiaowen Li, Yabin Li

“…Finally, a quantitative comparison of the weekly navigability ratios obtained by the two methods is conducted to reveal the consistencies and discrepancies in the navigability outcomes of each ice-class vessel across different NSR districts. …”
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Fully-automated segmentation of muscle and inter-/intra-muscular fat from magnetic resonance images of calves and thighs: an open-source workflow in Python by Kenneth Tam, Si Wen Liu, Sarah Costa, Eva Szabo, Shannon Reitsma, Hana Gillick, Jonathan D. Adachi, Andy Kin On Wong

“…A full workflow described methods to export tags for manual correction. Conclusions The greatest challenge in segmenting IMF from MRI is in selecting a dynamic threshold that consistently performs across repeated imaging. …”
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Three-dimensional visualization of maize roots based on magnetic resonance imaging by Fang Xiaorong, Wang Nanfei, Zhang Jianfeng, Gong Xiangyang, Liu Fei, He Yong

“…Plant root system is plastic and dynamic, allowing plants to respond to their different environments in order to optimize acquisition of important soil resources. …”
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Comparison of SPAD-based leaf greenness and paralleled petiole sap nitrate concentrations for monitoring potato vine nitrogen status by Qiansheng Li, Jonathan Denison, Marina Gluck, Guodong Liu

“…Dynamic N fertilization guidance is imperative for optimizing yields with specific cultivars in different growth stages; more studies are needed to establish a dynamic threshold of SPAD reading for leaf greenness and petiole sap nitrate N concentration.…”
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