Stock Assessment of Long Whisker Catfish (<i>Mystus gulio</i>): Ensuring the Fisheries’ Sustainability in the Sundarbans Mangrove, Bangladesh by Md. Tanvir Rahman Ovi, Tanni Sarkar, Dwipika Gope, Rayhan Ahmod, Sanzib Kumar Barman, Md. Mostafa Shamsuzzaman, Mohammad Mojibul Hoque Mozumder, Petra Schneider, Partho Protim Barman

“…This study aimed to assess the stock status of <i>M. gulio</i> and provide reference points for sustainable fisheries’ management. One-year length–frequency (LF) data were collected from the Sundarbans region of Bangladesh and analyzed using the Length-Based Bayesian Biomass (LBB) method and the Length-Based Spawning Potential Ratio (LBSPR) model. …”
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A Semi-Autonomous Telemanipulation Order-Picking Control Based on Estimating Operator Intent for Box-Stacking Storage Environments by Donggyu Min, Hojin Yoon, Donghun Lee

“…These points are accumulated and modeled as a Gaussian distribution, with the probability density function (PDF) of each target object treated as its likelihood. …”
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Association between trajectory of triglyceride-glucose index and all-cause mortality in critically ill patients with atrial fibrillation: a retrospective cohort study by Shangsong Shi, Feng Xue, Tingbo Jiang, Lin Ling

“…We applied group-based trajectory modeling to identify distinct TyG index trajectories, selecting the optimal model based on the Bayesian information criterion (BIC), Akaike information criterion (AIC), average posterior probability (AvePP), and clinical interpretability. …”
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High-BMI-related low back pain in China: a GBD-based observational study on sex–age trends and projections (1990–2021) by Juxiang Xu, Jianhua Li, Heqing Huang, Tiangao Lin, Zhiping Liao, Weibo Zhang, Jianing Wu, Fangchao Wu

“…Bayesian age–period cohort (BAPC) model was used to estimate the trend of burden of low back pain attributable to high BMI from 2022 to 2036. …”
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Inference of a three-gene network underpinning epidermal stem cell development in Caenorhabditis elegans by Alicja Brożek, Arianna Ceccarelli, Andreas Christ Sølvsten Jørgensen, Mark Hintze, Vahid Shahrezaei, Michalis Barkoulas

“…Using Modular Response Analysis, we predict TF interactions and uncover a repressive interaction between CEH-16 and egl-18 consistent across time points. We validate its significance at the L1 stage with ordinary differential equations and Bayesian modeling, making testable predictions for a double mutant. …”
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The global impact of non-alcoholic fatty liver disease (including cirrhosis) in the elderly from 1990 to 2021 and future projections of disease burden. by Siying Huang, Weitao Hu, Taiyong Fang

“…Additionally, the Norpred and Bayesian age-period-cohort (BAPC) models were employed to forecast future incidence rates of NAFLD.…”
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Sensitivity and susceptibility assessment of geological hazard factors: A case study of Xinping County in the Ailao mountain area of Yunnan Province, China by Wenli YANG, Guangshun BAI, Bin SUN, Weifeng ZHANG, Xuemei YANG

“…The evaluation results show that the areas with high and medium susceptibility to geological disasters covering 1532.94 km2 and 2119.07 km2, respectively, with 74.06% and 24.69% of geological disaster points falling within these regions. These findings are highly consistent with the spatial distribution of historical geological disasters, proving the rationality of the chosen evaluation factors and models. …”
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Global trends in the burden of alcohol use disorders in the working-age population from 1990 to 2021 and projections for the next 20 years by Xinyu Cui, Xinyu Cui, Kexin Liu, Yuanyi Ji, Su Han, Yongzhong Cheng

“…Furthermore, critical inflection points and local trends Average Annual Percent Change (AAPC) were further explored via joinpoint regression analysis, and the burden of AUD was predicted via the Bayesian age-period-cohort (BAPC) model.ResultsGlobally, the incidence number of AUD cases among people aged 15-64 years in 2021 was estimated to be 51340.37 × 103 (95%UI 37577.93 × 103 −68135.93 × 103). …”
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Beneficial Spillover Effects of Antipredation Interventions Support Human–Carnivore Coexistence by Jonathan Salerno, Rekha Warrier, Stewart W. Breck, Neil H. Carter, Joel Berger, Brendan J. Barrett, Justine Robert Lukumay, Joseph Francis Kaduma, Ana Grau, Amy J. Dickman, Kevin R. Crooks

“…We use ca. 25,000 monthly reports from agropastoralists in an East African landscape critical for large carnivore conservation. Results from Bayesian multilevel statistical models demonstrate robust effects of fortified livestock enclosures in reducing reported predation not only in target households, but also in neighboring households that lack such fortification—a beneficial spillover effect. …”
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Levels of total IgE versus specific IgE during childhood for defining and predicting T2-high asthma by Tamo Sultan, MD, Frederikke Skov, MD, Nicklas Brustad, MD, PhD, Nilo Vahman, MD, PhD, Jakob Stokholm, MD, PhD, Klaus Bønnelykke, MD, PhD, Ann-Marie Malby Schoos, MD, PhD, DMSc, Bo Chawes, MD, PhD, DMSc

“…There was no overall model fit preference for a combination of tIgE and sIgE instead of tIgE or sIgE alone using Vuong's Likelihood-Ratio-Test, Akaike or Bayesian Information Criterion. …”
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What proportion of people have long-term pain after total hip or knee replacement? An update of a systematic review and meta-analysis by Rachael Gooberman-Hill, Michael R Whitehouse, Hung-Yuan Cheng, Andrew David Beswick, Vikki Wylde, Wendy Bertram, Mohammad Ammar Siddiqui

“…The risk of bias assessment was performed using Hoy’s checklist. Bayesian, random-effects meta-analysis was used to synthesise the results.Results For TKR, 68 studies with 89 time points, including 598 498 patients, were included. …”
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IN VITRO POPULATION GROWTH OF HUMAN GLIOBLASTOMAS: REAL PATIENTS AND CURVE FITTING by Diego Samuel Rodrigues, Letícia Fernanda Alves, João Frederico da Costa Azevedo Meyer, Moníze Valéria Ramos da Silva, Natália Barreto, Catarina Raposo

“…The 5-parameter generalized logistic curve was used, and all the resulting models were analyzed under statistical criteria such as the Akaike Information Criterion (AIC) and the Bayesian Information Criterion (BIC). …”
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Global, regional, and national trends in tobacco-induced cardiovascular disease burden for 1990–2021 with projections to 2045: A comprehensive analysis based on the Global Burden o... by Xiaoqiang Zhu, Lei Chen, Xinyue Yang, Yanyan Du, Yangyu Zhao, Tenglong Hu, Na Sun, Qiang Sun, Wenyan Liang, Xiqing Wei, Zhiqiang Zhang

“…Methods Using Global Burden of Disease Study (GBD) 2021 data, we analyzed temporal trends using age-period-cohort models, evaluated change points with Joinpoint regression, and conducted forecasting using Bayesian age-period-cohort (BAPC) models. …”
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For-profit growth and academic decline: a retrospective nationwide assessment of Brazilian medical schools by Bruno B. Andrade, Bruno B. Andrade, Klauss Villalva-Serra, Klauss Villalva-Serra, Rodrigo C. Menezes, Rodrigo C. Menezes, Luiz F. Quintanilha, Katia de Miranda Avena, Katia de Miranda Avena

“…We compared trends across public, non-profit private, and for-profit private institutions, using descriptive statistics, non-parametric tests, correlation analysis, and Bayesian mixed-effects regression models to assess the impact of institutional category and class size on academic performance.ResultsThe number of for-profit medical schools in Brazil nearly doubled between 2013 and 2023. …”
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White matter microstructure links with brain, bodily and genetic attributes in adolescence, mid- and late life by Max Korbmacher, Mario Tranfa, Giuseppe Pontillo, Dennis van der Meer, Meng-Yun Wang, Ole A. Andreassen, Lars T. Westlye, Ivan I. Maximov

“…We conclude that WM microstructure is differentially associated with clinically relevant pheno- and genotypes at different points in life.…”
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The Featherweight Giant: Unraveling the Atmosphere of a 17 Myr Planet with JWST by Pa Chia Thao, Andrew W. Mann, Adina D. Feinstein, Peter Gao, Daniel Thorngren, Yoav Rotman, Luis Welbanks, Alexander Brown, Girish M. Duvvuri, Kevin France, Isabella Longo, Angeli Sandoval, P. Christian Schneider, David J. Wilson, Allison Youngblood, Andrew Vanderburg, Madyson G. Barber, Mackenna L. Wood, Natasha E. Batalha, Adam L. Kraus, Catriona Anne Murray, Elisabeth R. Newton, Aaron Rizzuto, Benjamin M. Tofflemire, Shang-Min Tsai, Jacob L. Bean, Zachory K. Berta-Thompson, Thomas M. Evans-Soma, Cynthia S. Froning, Eliza M.-R. Kempton, Yamila Miguel, J. Sebastian Pineda

“…These results point to the formation of HIP 67522b beyond the water snowline, where its envelope was polluted by icy pebbles and planetesimals. …”
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Global Burden of Oral Diseases in Adolescents and Young Adults Aged 10–24 Years by Wei Lu, Bing Wang, Mi Du, Shaohua Ge

“…Joinpoint regression was applied to identify key inflection points, while Bayesian modelling was used to project future trends. …”
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Early detection to improve outcome in people with undiagnosed psoriatic arthritis: the PROMPT research programme including RCT by Neil McHugh, Laura Bojke, Mel Brooke Turfrey, Rachel Charlton, Myka Ransom, Laura C Coates, Howard Collier, Claire Davies, Emma Dures, Philip Helliwell, Jana James, Anya Lissina, Vishnu B Madhok, Alison L Nightingale, Jonathan Packham, Catherine Smith, Eldon Spackman, Cerys Tassinari, William Tillett, Sarah T Brown

“…ES dominated SC on the basis of the imputed data set. Modelling analysis To estimate the long-term consequences and cost-effectiveness of screening for PsA, a hypothetical cohort of 45-year-old patients with mild psoriasis and without PsA was modelled. …”
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