A supervised model to identify wolf behavior from tri-axial acceleration by Charlotte Lorand, Léa Bouet, Olivier Devineau, Marianna Chimienti, Alina L. Evans, Peggy Callahan, Mark Beckel, Timothy G. Laske, Ane Eriksen

“…These models can be employed to support future behavioral studies examining questions such as conflict mitigation, wolf responses to human disturbances, or specific activity budgets.…”
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Frailty Is Associated With Decreased Survival in Adult Patients With Nonoperative and Operative Traumatic Subdural Hemorrhage: A Retrospective Cohort Study of 381,754 Patients by Evan N. Courville, MD, Oluwafemi P. Owodunni, MD, MPH, Jordyn T. Courville, BS, Syed F. Kazim, MD, PhD, Alexander J. Kassicieh, BS, Allyson M. Hynes, MD, Meic H. Schmidt, MD, MBA, Christian A. Bowers, MD

“…A retrospective study examining tSDH patients ≥18 years and assigned an abbreviated injury scale score ≥3, and entered into ACS-TQIP between 2007 and 2020. We employed multivariable analyses for risk-adjusted associations of frailty and our outcomes, and Kaplan-Meier plots for survival probability. …”
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Development of a Cell-Based High-Throughput Screening Assay to Identify Porcine Host Defense Peptide-Inducing Compounds by Zhuo Deng, Jing Wang, Wentao Lyu, Xuwen Wieneke, Robert Matts, Xi Ma, Guolong Zhang

“…Such a stable reporter cell line was employed in a high-throughput screening of 148 epigenetic compounds and 584 natural products, resulting in the identification of 41 unique hits with a minimum strictly standardized mean difference (SSMD) value of 3.0. …”
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Development and approval of a Lasso score based on nutritional and inflammatory parameters to predict prognosis in patients with glioma by Huixian Li, Hui Hong, Jinling Zhang

“…The Least Absolute Shrinkage and Selection Operator (Lasso) was employed to select relevant hematological indicators and generate a Lasso score. …”
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Major Aortopulmonary Collateral Arteries and Their Effects on Perioperative Parameters and Mortality of Children with Tetralogy of Fallot: A Case-control Study by Mohammadreza Edraki, Amir Naghshzan, Hamid Amoozgar, Kambiz Keshavarz, Nima Mehdizadegan, Hamid Mohammadi

“…The significant aspects of MAPCAs, including their quantity, the presence of dual or single supply lung segments, and the employed devices for closure were evaluated. The patients were divided into three groups: TOF patients without MAPCAs as the control group, those with preoperative percutaneous MAPCA closure (Closed MAPCA), and those with small MAPCAs deemed unsuitable for percutaneous closure (Open MAPCA). …”
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Emission Characteristics of Hazardous Air Pollutants from Construction Equipment by Sungwoon Jung, Sunmoon Kim, Yunsung Lim, Jongtae Lee, Taekho Chung, Heekyoung Hong, Sunhee Mun, Seunghwan Lee, Woojun Jang, Jaehyun Lim

“…Hence, the present study employed an engine dynamometer to evaluate the emissions of a diesel engine complying with Tier 3 standards during various driving modes (KC1-8, NRSC, and NRTC) and a portable emissions measurement system (PEMS) to assess those of two excavators, one complying with Tier 3 and the other with Tier 4 standards, during real-world working and driving conditions. …”
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Feasibility of implementing family-integrated newborn care for hospitalised preterm and low birthweight infants in newborn care units of Ethiopia: a mixed-methods design by Hege Langli Ersdal, Araya Abrha Medhanyie, Damen Haile Mariam, Siren Rettedal, Znabu Hadush Kahsay

“…Despite the WHO’s call for family engagement in newborn care, evidence of the feasibility of implementation remains scarce.Design An observational feasibility study employing a mixed-methods design comprising a quantitative cross-sectional survey among 157 healthcare providers (HCPs) and a qualitative Participatory Rural Appraisal.Setting The study was conducted in 30 neonatal care units (NCUs) of hospitals in Tigray, Northern Ethiopia.Participants HCPs who were on duty in NCUs during the data collection period were included in the study.Analysis Descriptive statistics were obtained for the quantitative data using STATA V.16, while qualitative data were coded and analysed using a framework analysis approach with qualitative data analysis software (Atlas.ti V.9).Results In total, 157 HCPs were enrolled with a mean (SD) age of 32 (±6.8) years. …”
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Incidence of alexithymia in worsening symptoms and quality of life of Systemic Lupus Erythematosus patients (SLE) by Fabio Rapisarda, Concetta Mezzatesta, Antonina Butticè, Alessandro Raffa, Stefano Boca

“…The selection of these instruments allowed us to assess attachment styles, the presence of maladaptive personality traits, defence mechanisms employed, in order to define any symptoms indicative of a psychiatric diagnosis, and evaluate the quality of life in relation to the severity of the pathology. …”
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The role of CTGF and MFG-E8 in the prognosis assessment of SCAP: a study combining machine learning and nomogram analysis by Tingting Lin, Tingting Lin, Huimin Wan, Jie Ming, Yifei Liang, Linxin Ran, Jingjing Lu

“…The ELISA method was employed to measure the levels of MFG-E8 and CTGF in the three groups. …”
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EXPLORING THE INFLUENCES ON DISPLACED CITIZENS' DECISION TO REPATRIATE: A CLASSIFICATION OF POSITIVE AND NEGATIVE FACTORS by Volodymyr Filippov, Iryna Bashynska, Elvin Yangulov

“…Moreover, the case-study method was employed to examine specific examples from various countries where citizens confronted analogous circumstances and made decisions regarding returning or resettling. …”
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Stabilizing behaviors of Pseudomonas putida and Pseudomonas alcaligenes bacteria on heavy metal ions in electrolytic manganese residue by Hongliang Chen, Xiangqian Li, Yingxian Zhao, Yutao Zhang

“…Fortunately, when P. putida and P. alcaligenes were synergized together, they exhibited a stronger performance in stabilizing heavy metal ions present in the EMR compared to the bacteria employed alone. After 12 days of fermentation in the EMR slurry, almost all Mn ions were eliminated through the formation of deposits, while the concentrations of Zn, Cu and Cd ions decreased to 0.28 mg/L, 0.2 mg/L and 0.1 mg/L respectively after 10 days fermentation. …”
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Preparation of curcumin submicron particles by supercritical antisolvent method with external adjustable annular gap nozzle by Yechen Wang, Zirui Li, Sun Fayu, Fei Li, Weiqiang Wang

“…Building on single-factor experiments, a Box-Behnken Design-Response Surface Methodology (BBD-RSM) was employed to systematically investigate the effects of four process parameters—crystallizer pressure (12–16 MPa), crystallizer temperature (313–323 K), solution concentration (1–2 mg/mL), and CO2/solution flow rate ratio (133–173 g/g)—on the morphology and particle size of curcumin particles. …”
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Exome sequencing in Nigerian children with early‐onset epilepsy syndromes by Ibitayo Abigail Ademuwagun, Yagoub Adam, Solomon Oladapo Rotimi, Steffen Syrbe, Maximilian Radtke, Julia Hentschel, Johannes R. Lemke, Ezekiel Adebiyi

“…Exome sequencing (ES) offers a diagnostic yield of 24%–62%, but these figures primarily reflect data from high‐income countries (HICs) and may not be applicable to low‐ and middle‐income countries (LMICs). In this study, we employed ES to investigate the genetic basis of early‐onset epilepsy in 22 affected children from Nigeria. …”
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Glu4: An open-source package for real-time forecasting and alerting post-bariatric hypoglycemia based on continuous glucose monitoring by Luca Cossu, Francesco Prendin, Giacomo Cappon, David Herzig, Lia Bally, Andrea Facchinetti

“…To address this gap, we propose Glu4, an open-source software package designed to predict and notify users of impending PBH events using CGM data. Methods: Glu4 employs a two-step approach to predict PBH. A run-to-run algorithm forecasts future glucose levels using past CGM data, identifying potential hypoglycemic events 30 min in advance. …”
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Manière de dire et manière d’exercer la parenté en Kabylie. Pour une approche renouvelée du croisement genre et fait matrimonial by Mohand Anaris

“…Thus, women commonly employ a gynocentric and matrifocal discourse that gives the impression that everything is done by and for women, almost to the exclusion of men.Finally, the study establishes the central and decisive role played by women in matrimonial processes. …”
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Exploring the comorbidity mechanisms between atherosclerosis and hashimoto’s thyroiditis based on microarray and single-cell sequencing analysis by Yirong Ma, Shuguang Wu, Junyu Lai, Qiang Wan, Jingxuan Hu, Yanhong Liu, Ziyi Zhou, Jianguang Wu

“…We obtained relevant datasets for AS and HT from the Gene Expression Omnibus (GEO). By employing the Limma package, we pinpointed common differentially expressed genes (DEGs) and discerned co-expression modules linked to AS and HT via Weighted Gene Co-expression Network Analysis (WGCNA). …”
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ASA Class Is a Stronger Predictor of Early Revision Risk Following Primary Total Knee Arthroplasty than BMI by Christopher J. Wall, MBBS, BMedSc, FRACS, FAOrthA, Richard N. de Steiger, MBBS, PhD, DipBiomech, FRACS, FAOrthA, Christopher J. Vertullo, MBBS, PhD, FRACS, FAOrthA, Dylan Harries, BSc(Hons), MBiostat, PhD, Srinivas Kondalsamy-Chennakesavan, MBBS, MPH, FRSPH

“…Although ASA class and BMI are theoretically interrelated variables, we found that a patient’s ASA class was more strongly associated with their risks of early all-cause revision and revision for PJI following primary TKA than their BMI. Employing a BMI threshold in isolation when assessing fitness for TKA may be inappropriate, and surgeons should give greater weight to the other medical comorbidities and general perioperative fitness of the patient. …”
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Mitigating bias in AI mortality predictions for minority populations: a transfer learning approach by Tianshu Gu, Wensen Pan, Jing Yu, Guang Ji, Xia Meng, Yongjun Wang, Minghui Li

“…The study analyzed AI model performance across different racial and ethnic groups and employed transfer learning techniques to improve model fairness by adapting pre-trained models to the specific demographic and clinical characteristics of the population. …”
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Soil organic carbon contents and their major influencing factors in mangrove tidal flats: a comparison between estuarine and non-estuarine areas by Ting Wu, Jia Guo, Gang Li, Yu Jin, Wei Zhao, Guangxuan Lin, Fang-Li Luo, Yaojun Zhu, Yifei Jia, Li Wen

“…The Random Forest algorithm was employed to identify the main influencing factors affecting SOC. …”
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The accumulation of harmful genes within the ROH hotspot regions of the Tibetan sheep genome does not lead to genetic load by Lixia Sun, Chao Yuan, Tingting Guo, Yaqin Bai, Zengkui Lu, Jianbin Liu

“…These genes exhibited highly conserved within the ROH hotspot regions across all Tibetan sheep populations. Employing the integrated haplotype score (iHS) method, we screened for selective sites within frequently observed ROH hotspot regions to elucidate genomic differences among Tibetan sheep populations. …”
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