Machine learning for the diagnosis accuracy of bipolar disorder: a systematic review and meta-analysis by Yi Pan, Pushi Wang, Bowen Xue, Yanbin Liu, Xinhua Shen, Shiliang Wang, Xing Wang

“…In addition, we employed a bivariate mixed-effects model for the meta-analysis.Results18 studies were included, covering 3152 participants, including 1858 cases of bipolar disorder. 28 machine learning models were encompassed. …”
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Assessing Nutritional Knowledge and Physical Health Among Football Players: A Pilot Study from Three Sports Clubs in Western Romania by Gabriel Roberto Marconi, Brigitte Osser, Gyongyi Osser, Caius Calin Miuța, Csongor Toth, Viorel Petru Ardelean, Anca Dicu, Corina Dalia Toderescu, Laura Ioana Bondar

“…Methods: The study involved 60 male football players from three teams in Liga4Arad. A mixed-methods approach was used, incorporating a self-developed pilot questionnaire and internationally validated instruments. …”
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Neuroendocrine Neoplasms of the Gallbladder: A Clinicopathological Analysis of 13 Patients and a Review of the Literature by Pengyan Wang, Jingci Chen, Ying Jiang, Congwei Jia, Junyi Pang, Shan Wang, Xiaoyan Chang

“…Objectives. Mixed neuroendocrine–non-neuroendocrine neoplasms (MiNENs) are rare gallbladder neuroendocrine neoplasms (GB-NENs). …”
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Transient Elastography for Significant Liver Fibrosis and Cirrhosis in Chronic Hepatitis B: A Meta-Analysis by Xiaolong Qi, Min An, Tongwei Wu, Deke Jiang, Mengyun Peng, Weidong Wang, Jing Wang, Chunqing Zhang, on behalf of the CHESS Study Group

“…Hierarchical summary receiver-operating curves model and the bivariate mixed-effects binary regression model were applied to generate summary receiver-operating characteristic curves and pooled estimates of sensitivity and specificity. …”
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How prepared is Nigeria digital payment for health workers? A landscape analysis by Folashayo Peter Adeniji, David Ayobami Adewole, Segun Bello, Elizabeth Ekirapa, Juliet Aweko, Vincent Michael Kiberu, Charles Opio, Peter Waiswa, Olufunmilayo Ibitola Fawole

“…Methods This study was an exploratory qualitative case study with mixed-methods approach to data collection including; i) desk review, ii) interview of key informants and iii) engagement of stakeholders. …”
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Spatial and temporal epidemiology of SARS-CoV-2 virus lineages in Teesside, UK, in 2020: effects of socio-economic deprivation, weather, and lockdown on lineage dynamics by Moss, E.D., Rushton, S.P., Baker, P., Bashton, M., Crown, M.R., dos Santos, R.N., Nelson, A., O’Brien, S.J., Richards, Z., Sanderson, R.A., Yew, W.C., Young, G.R., McCann, C.M., Smith, D.L.

“…We used a combination of disease mapping and mixed-effect modelling to analyse the total positive tests, and those of the eight most common virus lineages, in response to potential infection risk factors: socio-economic deprivation, population size, temperature, rainfall, government interventions, and a government restaurant subsidy (“Eat Out to Help Out”). …”
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Long-term exposure to PM2.5 and its constituents and visual impairment in schoolchildren: A population-based survey in Guangdong province, China by Jia-Hui Li, Hui-Xian Zeng, Jing Wei, Qi-Zhen Wu, Shuang-Jian Qin, Qing-Guo Zeng, Bin Zhao, Guang-Hui Dong, Ji-Chuan Shen, Xiao-Wen Zeng

“…We utilized generalized linear mixed models and weighted quantile sum regression to assess the association between PM2.5 constituents and visual impairment. …”
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Mind the G(ap): bridging prevention needs and approaches for GHB/GBL users and their social environment by Antonia Bendau, Lukas Roediger, Andrea Piest, Rüdiger Schmolke, Katharin Ahrend, Moritz Bruno Petzold, Twyla Michnevich, Felix Betzler

“…Methods To address this gap, a mixed-methods longitudinal study was conducted with two waves of online data collection (11/2022–01/2023; 11/2023–01/2024) in Germany. …”
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Multi-Isotope Geochemical Baseline Study of the Carbon Management Canada Research Institutes CCS Field Research Station (Alberta, Canada), Prior to CO2 Injection by Rachel E. Utley, Emma Martin-Roberts, Nicholas Utting, Gareth Johnson, Domokos Györe, Marta Zurakowska, Finlay M. Stuart, Adrian J. Boyce, Thomas H. Darrah, Pauline Gulliver, R. Stuart Haszeldine, Don Lawton, Stuart M. V. Gilfillan

“…Importantly, 4He concentrations in all gas samples lie on a mixing line between the atmosphere and the elevated 4He concentration present in a hydrocarbon well sampled from a reservoir located below the Field Research Station (FRS) implying a diffusive or advective crustal flux of 4He at the site. …”
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Quantifying the spatial impact of an invasive Acacia on ecosystem functioning using remote sensing by André Große-Stoltenberg, Christiane Werner, Christine Hellmann, Jens Oldeland, Jan Thiele

“…For seven sites, we employed Generalized Linear Mixed Models to model the effects of environmental variables and Acacia-related variables on proxies of ecosystem functions. …”
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Lung function improvement on triple modulators: high-resolution, nationwide data from the Danish Cystic Fibrosis Cohort by Christian Leo-Hansen, Daniel Faurholt-Jepsen, Tavs Qvist, Christine Højte, Bibi U. Nielsen, Thomas Bryrup, Esben H. Henriksen, Terese Katzenstein, Marianne Skov, Inger H.M. Mathiesen, Majbritt Jeppesen, Søren Jensen-Fangel, Hanne V. Olesen, Frederik Fouirnaies Buchvald, Kim Gjerum Nielsen, Espen Jimenez-Solem, Christian Ritz, Tacjana Pressler, Mette F. Olsen, the TransformCF Study Group

“…Methods Data were analysed using linear mixed-effect models to assess changes in levels and annual rates of change (slopes) in percent predicted (pp) forced expiratory volume in 1 s (FEV1), forced vital capacity (FVC) and forced expiratory flow at 25–75% of FVC (ppFEF25–75%) between the 12 months pre-treatment and treatment periods. …”
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Situational analysis of the quality of maternal, child, and adolescent health data in the health districts of Thiès, Mbour, Kédougou, and Saraya in Senegal by Fatoumata Binetou Diongue, Adama Faye, Cheikh Loucoubar, Ndèye Marème Sougou, Ibrahima Sy, Adama Tall, Youssoupha Ndiaye, Samba Cor Sarr

“…Materials and methods A mixed quantitative and qualitative design was chosen in four health districts, including Thiès, Mbour, Kédougou, and Saraya. …”
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Rotation errors in path integration are associated with Alzheimer’s disease tau pathology: a cross-sectional study by Lise Colmant, Lisa Quenon, Lara Huyghe, Adrian Ivanoiu, Thomas Gérard, Renaud Lhommel, Pauline Coppens, Yasmine Salman, Vincent Malotaux, Laurence Dricot, Lukas Kunz, Nikolai Axmacher, Philippe Lefèvre, Bernard Hanseeuw

“…We included 75 clinically normal individuals (19 with brain amyloidosis, 56 without) and 27 individuals with mild cognitive impairment (18 with brain amyloidosis, 9 without). We fitted linear mixed models to predict the path integration performances according to amyloid status or tau pathology in the medial temporal lobal, adjusting for age, gender, cognitive status, education, and video game experience. …”
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Functional and effective EEG connectivity patterns in Alzheimer’s disease and mild cognitive impairment: a systematic review by Elizabeth R. Paitel, Christian B. D. Otteman, Mary C. Polking, Henry J. Licht, Kristy A. Nielson, Kristy A. Nielson

“…EEG research on connectivity in AD and mild cognitive impairment (MCI), often considered a prodromal phase of AD, has produced mixed results and has yet to be synthesized for comprehensive review. …”
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Avoiding ‘second victims’ in healthcare: what support do staff want for coping with patient safety incidents, what do they get and is it effective? A systematic review by Reema Harrison, Rebecca Lawton, Ruth Simms-Ellis, Raabia Sattar, Elizabeth Sweeting, Hannah Hartley, Matthew Morys-Edge

“…Evidence was positive for the effectiveness of preventive/preparatory interventions (n=3), but mixed for peer support programmes designed to alleviate harmful consequences after PSIs (n=8). …”
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Transition of clinical biomarker status from childhood into adolescence-A prospective study in children from eight European countries. by Anna Floegel, Paola Russo, Toomas Veidebaum, Michael Tornaritis, Dénes Molnár, Lauren Lissner, Stefaan De Henauw, Luis A Moreno, Wolfgang Ahrens, Manuela Marron, Claudia Börnhorst

“…Latent transition analysis was used to estimate biomarker statuses and transition probabilities; determinants of biomarker status were estimated using mixed-effects models.<h4>Results</h4>Four distinct biomarker statuses were identified: (1) "normal" (all biomarkers low/medium; except HDL-cholesterol; reference), (2) "low leptin/IGF-1/HbA1c", (3) "dyslipidemia/high leptin" and (4) "inflammation". …”
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Effects of dribbling restrictions in small-sided games on aerobic and anaerobic fitness in youth basketball players by Mingbang Li, Liang Tan, Hong Wu, Jianwei Wu

“…Statistical analysis was conducted using a mixed ANOVA to examine the interactions between time and group.ResultsComparisons of YYIRT between groups at post-intervention revealed that limitedD performed significantly better than both freeD (p = 0.035; d = 1.038) and the control group (p &lt; 0.001; d = 2.050), while freeD also showed significantly better performance (p = 0.021; d = 0.082) than the control group. …”
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Diagnostic Potential of CTRP5 and Chemerin for Coronary Artery Disease: A Study by Coronary Computed Tomography Angiography by Taha Okan, Cihan Altın, Caner Topaloglu, Mehmet Doruk, Mehmet Birhan Yılmaz

“…The CCTA-confirmed CAD group included patients with any atherosclerotic plaque (soft, mixed, or calcified) regardless of calcification, while the non-CAD group consisted of individuals without plaques on CCTA, with zero CACS, and without ischemia on stress ECG. …”
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Assessment of Impact of Meteorology and Precursor in Long-term Trends of PM and Ozone in a Tropical City by Christian Mark G. Salvador, Angeles D. Alindajao, Karen B. Burdeos, Mark Anthony M. Lavapiez, Jhon Robin Yee, Angel T. Bautista, Preciosa Corazon B. Pabroa, Rey Y. Capangpangan

“…The average O3 and NO2 mixing ratios during the same period were 22.3 ± 9.5 ppb and 8.1 ± 5.4 ppb while increasing at the rate of 0.409 ppb year−1 and 0.683 ppb year−1. …”
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Implementing a workplace participatory approach to support working caregivers in balancing their work, private life and informal care: results of a process evaluation by Eline E. Vos, Simone R. de Bruin, Allard J. van der Beek, Denise J.M. Smit, Karin I. Proper

“…This study’s aims were to evaluate the degree of PA implementation, contextual factors influencing implementation, and stakeholder experiences with the PA. Methods A mixed methods process evaluation was conducted alongside a randomized controlled trial among three stakeholder groups: caregiving employees, their supervisors, and trained occupational professionals who acted as PA process facilitators. …”
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