Links between self-monitoring data collected through smartphones and smartwatches and the individual disease trajectories of adult patients with depressive disorders: Study protoco... by Hanna Reich, Simon Schreynemackers, Rebeka Amin, Sascha Ludwig, Jil Zippelius, Johannes Leimhofer, Tobias Dunker, Elisabeth Schriewer, Angela Carell, Yvonne Weber, Ulrich Hegerl

“…Participants will (a) attend three in-person appointments (at baseline, 6 months, and 12 months), (b) self-report daily and weekly depressive symptoms, (c) continuously collect sensor data via the “iTrackDepression” app on their Android smartphone (app usage, phone calls, phonetic parameters from voice recordings), and (d) wear a Samsung Galaxy Watch 5® to record data from the accelerometer, step sensor, light sensor, and heart rate sensor. We will apply multilevel correlations, vector-autoregressive models, and Machine Learning approaches to identify individual patterns in the data, particularly in the relationships between biosensor data and self-reported depressive symptoms.Enhancing the understanding of individual disease trajectories through data from smartphones and smartwatches could allow for classical, digital, and self-management interventions for depression to be delivered in a manner and at a time specifically tailored to the individual's needs.Clinical trial registration number: DRKS00032618 (https://drks.de/search/en/trial/DRKS00032618)…”
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Characteristics analysis of hydrate reservoirs with different geological structures developed by vertical well depressurization by Zhang Bo, Lu Nu, Sun Tengfei, Bai Yajie, Zhang Qixing

“…The analysis shows that the initial gas production rate of Class I hydrate is high, and then decreases. …”
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To the Question of School Myopia by E. Y. Markova, N. A. Pron'ko, L. V. Aminulla, L. V. Venediktovа, L. Y. Bezmelnitsyna

“…This can be explained by the fact that girls spend more time for learning process and with a faster growth rate of girls in these age periods. This pattern was also revealed in the 11th class, which undoubtedly indicates adverse visual influence of the training loads. …”
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Flexible Amorphous GeSn MSM Photodetectors by Firat Yasar, Wenjuan Fan, Zhenqiang Ma

“…Different evaporation rate effects on the amorphous GeSn MSM photodetector are examined. …”
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Indoor air quality in the primary school classroom in Poland, case study by Katarzyna Nowak-Dzieszko, Jarosław Müller

“…This paper is also supposed to answer the question of whether temporary opening windows can assure proper concentration of CO2 in a standard classroom and, if not, what would be the optimal ventilation rate. In the next step, this optimal minimum required ventilation rate for the classroom was calculated. …”
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Structure, Corrosion Resistance and Wear Resistance of Low Bias Magnetron Sputtering TiAlN Films on AZ31 Mg Alloy by CAO Hui, ZHANG Fa, GUO Yu - li

“…The friction coefficients of the film ranged from 0.19 to 0.30, and the wear rate was in the order of 10-6 mm3/(N·m). The bias voltages corresponding to the friction coefficient and wear rate of the films from smallest to largest were -30 V<-15 V<-45 V<0 V.…”
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Integrating demand side management in isolated hybrid system design by Aravind Kumar Kondaji

“…Demand side options available for different end use loads and their potential impact on hybrid system sizing, is analysed in this study Aggregated consumption model is developed for different sectors (residential, agriculture, community and small-scale commercial) based on the technical ratings and time of use patterns of different end use loads. …”
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The Interaction of Gender, Occupation, and Fine Phonetic Detail by Melanie Weirich

“…Independent of occupation, men who rated themselves high on femininity were found to have higher mean f0 and more dispersed vowels than men who rated themselves low on femininity. …”
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Stress corrosion behavior and mechanism of cable bolts under the influence of mine water by Yongliang LI, Renshu YANG, Xianglin DAI, Shaojie LU, Zhiyong LIU, Liang GUO, Jiangzhen YUAN, Yongxin CHENG, Hailong DU

“…The influence of SO42− and Cl− concentrations in mine water on cable bolt corrosion follows a similar pattern: as the ion concentrations increase, the corrosion rate gradually increases, facilitating SCC crack initiation. …”
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Numerical study on the mechanism of shear performance degradation of thawing glacial debris by Qiujie MENG, Yixiang SONG, Da HUANG, Wenzhu MA, Zhu ZHONG

“…When the thawing rate is less than or equal to 2%, the failure mode exhibits a rough “serrated” pattern; as the thawing rate increases (> 2%), the shear surface gradually transitions to a smoother “circular arc” shape. …”
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The effect of four weeks of polarized training on aerobic fitness and performance of professional rowers by Tahereh Hozouri, Mohammad Fashi, Hamidollah Hassanlouie

“…Therefore, the aim of this study was to investigate the effect of four weeks of polarized training on aerobic fitness and performance of professional rowers.Materials and Methods: 20 athletes (10 females and 10 males) who had more than two years of professional rowing experience were divided into two groups of polarized training intensity distribution (75-80% of training volume equivalent to 18 training sessions in zone one with 55-75% of maximum heart rate, 5-10% of the training volume is equivalent to eight training sessions in zone two with 81-87% maximum heart rate and 15-20% of the training volume is equivalent to four training sessions with 88-100% maximum heart rate) and traditional training intensity distribution (20% of training volume in zone one, equivalent to seven sessions per month, 50% in zone two, including 12 sessions per month, and 30% in zone three, including five sessions) were divided and their exercises were performed over four weeks, with six sessions per week (three sessions of rowing + One session of ergometer + two sessions of running) was followed. …”
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Mapping the primary factors driving spatiotemporal variations of surface soil moisture in the Yellow River Basin of China by Linghua Hu, Yiming Xie, Yinzhe Liu, Siyuan Chen, Haifang Yu, Qianlong Bie, Fang Zhao, Yilin Zhao

“…Temporally, surface soil moisture in the Yellow River Basin showed a noteworthy upward trend from 2003 to 2018, with an average change rate of 0.00066 m3/m3 year−1 over the past 16 years. …”
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A comparison of the treatment outcome of Asherman's syndrome which developed within and outside the puerperal period: A matched cohort study by Lingling Yang, Tingting Tian, Xue Yang, Yan Guo, Xiaowu Huang, Enlan Xia, Tin Chiu Li, Dongmei Song

“…The secondary outcome measure was the change in menstrual pattern at 3 months after surgery. The adhesion reformation rate in puerperal group was 86.3%, which was significantly (p < 0.05) higher than that of 38.6% in the non‐puerperal (non‐puerperal) group. …”
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Effects of Dietary Schizochytrium Algae as ω-3 PUFA Source on the Egg-Laying Quail Performance, Serum Indexes, and Egg Yolk Fatty Acids Contents by Yifan Chang, Yue Xuan, Ruinan Zhang, Xuemei Ding, Qiufeng Zeng, Jianping Wang, Shiping Bai, Shanshan Li, Yan Liu, Yuchuan Chen, Keying Zhang

“…The objective of this experiment is to investigate the effects of SAP or SAO as ω-3 PUFA raw materials on production performance, egg quality, serum immunity, serum lipids, and fatty acid deposition patterns in the eggs of laying quails. Chinese yellow-feathered quails served as the experimental subjects. …”
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Force fluctuations regulation and the role of neurophysiological mechanisms throughout different isometric contraction intensities by João H. Oliveira, João S. Gomes, Philipp Bauer, Pedro Pezarat-Correia, João R. Vaz

“…We demonstrated a trend for an inverted U-shaped relationship between force complexity and contraction intensity, with SampEn at ETT and 150%ETT being significantly higher than at 50%ETT and 75%ETT (all p < 0.05). This pattern was accompanied by an increase in motor unit actions potentials and firing rate as the intensity increased up to 150%ETT (all p < 0.05). …”
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Mathematical Analysis of Inclusion Removal from Liquid Steel by Gas Bubbling in a Casting Tundish by H. Arcos-Gutierrez, J. de J. Barreto, S. Garcia-Hernandez, A. Ramos-Banderas

“…Nevertheless, in a real casting tundish the inclusion removal rate employing argon bubbling is efficient; is mainly due to the fluid flow pattern changes rather than bubble attachment. …”
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Convolutional Neural Decoder for Surface Codes by Hyunwoo Jung, Inayat Ali, Jeongseok Ha

“…The numerical results show that the proposed decoding algorithm effectively improves the decoding performance in terms of logical error rate as compared to the existing algorithms on various quantum error models.…”
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Data-Driven Insights into LEED Certification Trends: Saudi Arabia's Path to Sustainability by Hala Sirror, Zeinab Alhassan, Malathe Hamid

“…It analyzes trends over the past decade, focusing on certification growth, building types, rating levels (Certified, Silver, Gold, Platinum), and regional distribution. …”
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The regulatory role of ZmSTOMAGEN1/2 in maize stomatal development is elucidated via gene editing and metabolic profiling. by Juan-Juan Xu, Qing-Yun Chen, Li-Fang Qin, Yuan Liu, You-Zhi Li, Xian-Wei Fan

“…The mutant displayed a lower stomatal density and index, leading to reduced net photosynthetic rate, transpiration rate, and stomatal conductance but increased water-use efficiency (WUE). …”
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Diet-induced obesity dampens the temporal oscillation of hepatic mitochondrial lipids by Rashi Jain, Rajprabu Rajendran, Sona Rajakumari

“…Also, our data emphasized that acrophase of mitochondrial lipids synchronized with increased oxygen consumption rate and Parkin levels at ZT16 in chow-fed mice. …”
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