Codesigning enhanced models of care for Northern Australian Aboriginal and Torres Strait Islander youth with type 2 diabetes: study protocol by Louise Maple-Brown, Alex Brown, Peter Azzopardi, Natasha Freeman, Jonathan E Shaw, Vicki O'Donnell, Christine Connors, Elizabeth Davis, Angela Titmuss, Renae Kirkham, John Boffa, Elna Ellis, Sian Graham, Stefanie Puszka, Emma Weaver, Jade Morris, Shiree Mack, James Dowler, Sumaria Corpus, Lydia Scott, Ashim K Sinha, Brandy Wicklow

“…Participants will help identify and collaborate in the development of a range of multifaceted improvements to current models of care. These may include addressing needs identified in our formative work such as the development of screening and management guidelines, referral pathways, peer support networks, diabetes information resources and training for health professionals in youth type 2 diabetes management. …”
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“A cure might help, but it won't erase it all”: a qualitative study of policy challenges and priorities for long‐term survivors of HIV in the United States by Ali Ahmed, Jeff Taylor, Rachel Lau, Joyce Ching‐Jung Lai, Sithara Deshan Diunugala, Michael Louella, Thomas J. Villa, William Freshwater, Dawn Averitt, Maile Karris, Jeff Berry, Lynda Dee, Karine Dubé

“…Methods We conducted qualitative interviews with 32 LTS across diverse racial, gender and geographic backgrounds, recruited through community‐based organizations and research networks from 2023 to 2024. Using inductive thematic analysis, we identified key policy concerns and recommendations based on participants’ lived experiences. …”
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Influence of the Great Amazon Reef System and Pleistocene sea-level drops on the phylogeography of Haemulon aurolineatum (Haemulidae) by A. Karim Awhida-Robinson, Eloísa Torres-Hernández, Rodolfo Pérez-Rodríguez, Víctor Julio Piñeros, María Gloria Solís-Guzmán, Arturo Angulo, Nuno Simões, Oscar M. Lasso-Alcalá, Mario Monroy, Omar Domínguez-Domínguez

“…We performed gene structure, diversity indexes, haplotype networks, isolation by distance test, divergence time analysis and species delimitation methods in populations distributed through the geographic range of the species to understand the relation between the evolutionary history of the species, geophysical and biological aspects and make some taxonomic annotations. …”
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Integrated transportation system planning with gravitational search algorithm approach based on fuzzy mutant controller by Alireza Hosseinzadeh Kashani, Seyed Ahmad Shayannia, Mohammad Mehdi Movahedi, Soheila Sardar

“…In the first method, a response is selected from the local neighborhood space of the current response and the gravitational force between these two responses is calculated. …”
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Photoaging smartphone app promoting poster campaign to reduce smoking prevalence in secondary schools: the Smokerface Randomized Trial: design and baseline characteristics by Michael Kreuter, Fabian N Fries, Titus J Brinker, Ute Mons, David A Groneberg, Anil Batra, Werner Seeger, Felix Herth, Julia Holzapfel, Tanja G Baudson, Katharina Sies, Lena Jakob, Hannah Maria Baumert, Marlene Heckl, Ana Cirac, Janina L Suhre, Verena Mathes, Hannah Spielmann, Nancy Rigotti, Tobias Raupach, Henning Gall, Claudia Bauer, Pat Marek, Chase H Harrison, Lava Taha, Andreas Owczarek, Felix J Hofmann, Roger Thomas

“…Results will be disseminated at conferences, in peer-reviewed journals, on our websites and throughout the multinational Education Against Tobacco network.Trial registration number NCT02544360, Pre-results.…”
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Development of Educational Tools in Russia to Accumulate Knowledge about Sequestration Technologies by Yu. N. Vasilev, A. Yu. Tsvetkova

“…In addition, it has been proved that currently in the Russian Federation, insufficient attention is paid to the popularization of carbon sequestration technologies. the analysis of the dissemination of information about CCS technologies in social networks, school textbooks, Newspapers, and video hosting services was carried out. …”
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Application of a deep learning algorithm for the diagnosis of HCC by Philip Leung Ho Yu, Keith Wan-Hang Chiu, Jianliang Lu, Gilbert C.S. Lui, Jian Zhou, Ho-Ming Cheng, Xianhua Mao, Juan Wu, Xin-Ping Shen, King Ming Kwok, Wai Kuen Kan, Y.C. Ho, Hung Tat Chan, Peng Xiao, Lung-Yi Mak, Vivien W.M. Tsui, Cynthia Hui, Pui Mei Lam, Zijie Deng, Jiaqi Guo, Li Ni, Jinhua Huang, Sarah Yu, Chengzhi Peng, Wai Keung Li, Man-Fung Yuen, Wai-Kay Seto

“…We conducted sensitivity analyses of different subgroups, deep learning explainability evaluation, and misclassification analysis. Results: From 2,832 patients and 4,305 CT observations, the best-performing model was Spatio-Temporal 3D Convolution Network (ST3DCN), achieving area under receiver-operating-characteristic curves (AUCs) of 0.919 (95% CI, 0.903–0.935) and 0.901 (95% CI, 0.879–0.924) at the observation (n = 1,077) and patient (n = 685) levels, respectively during internal validation, compared with 0.839 (95% CI, 0.814–0.864) and 0.822 (95% CI, 0.790–0.853), respectively for standard of care radiological interpretation. …”
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Organising general practice for care homes: a multi-method study by Barbara Hanratty, Rachel Stocker, David Sinclair, Katie Brittain, Karen Spilsbury, Daniel Stow, Louise Robinson, Fiona E Matthews

“…Hierarchical clustering analysis was used to classify practices into groups based on their responses. …”
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Measuring what matters: Building impact pathways to actionable information for the weADAPT platform by S. Bharwani, K. Williamson, R. Butterfield

“…For example, the aim and activity of improving connectivity and cross-fertilization between knowledge, users, and networks are undertaken through measures that foster online and diverse communities of practice, provide discussion spaces, offer training opportunities, and give all organizations and contributors equal visibility on the platform. …”
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Integrating Palliative Care and Heart Failure: the PalliatHeartSynthesis realist synthesis by Tracey McConnell, Carolyn Blair, Geoff Wong, Claire Duddy, Clare Howie, Loreena Hill, Joanne Reid

“…Such contexts and mechanism became ‘codes’. Analysis and synthesis The analysis was driven by a realist logic. …”
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Research Progress in Urban Pollinator-Friendly Landscape Construction by Guiying LI, Hanwen XIAO, Runan TIAN

“…In addition, four major research clusters in the field of pollinator-friendly landscapes are obtained through keyword co-occurrence network analysis: 1) effects of habitat fragmentation on pollinator community diversity; 2) impacts of declining pollinator diversity on agricultural economy; 3) impacts of urbanization on pollinator (Hymenoptera) diversity; 4) flowering plant resources and pollinator diversity conservation. …”
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Interventions to improve mental health and well-being in care-experienced children and young people aged less than 25: the CHIMES systematic review by Rhiannon Evans, Sarah MacDonald, Robert Trubey, Jane Noyes, Michael Robling, Simone Willis, Soo Vinnicombe, Maria Boffey, Charlotte Wooders, Asmaa El-Banna, GJ Melendez-Torres

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Metabolomic liquid biopsy dynamics predict early-stage HCC and actionable candidates of human hepatocarcinogenesis by Kornelius Schulze, Tim Daniel Rose, Lorenz Adlung, Manuela Peschka, Francesca Pagani, Joao Gorgulho, Thorben W. Fründt, Ismail Labgaa, Philipp K. Haber, Carolin Zimpel, Darko Castven, Arndt Weinmann, Teresa Garzia-Lezana, Moritz Waldmann, Thomas Renné, Hannah Voß, Manuela Moritz, Dorian Orlikowski, Hartmut Schlüter, Jan Baumbach, Myron Schwartz, Ansgar W. Lohse, Samuel Huber, Bruno Sangro, Rocio I.R. Macias, Laura Izquierdo-Sanchez, Jesus M. Banales, Henning Wege, Jens U. Marquardt, Augusto Villanueva, Josch Konstantin Pauling, Johann von Felden

“…Unsupervised biclustering (MoSBi), lipid network analysis (LINEX2), and pathway enrichment analysis confirmed alterations in amino acid-, lipid-, and nucleotide-related pathways. …”
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Residents’ Perceptions of Impending Forced Relocation in Urban China by Xin Li

“…On the other hand, many homeowners and older people are unwilling to move, since their current neighbourhood makes them feel rooted and enables them to develop living strategies to relieve their deprived socio-economic situation. …”
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Contemporary Practices of Intelligence Support for Competitiveness by Nisha Sewdass, Jonathan Calof

“…Compared to 2006, a new key resource has emerged — social networks. Of the analytical methods, SWOT analysis and the study of competitors are most often used. …”
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Generative Artificial Intelligence in Education: Discussions and Forecasts by L. V. Konstantinova, V. V. Vorozhikhin, A. M. Petrov, E. S. Titova, D. A. Shtykhno

“…In the course of the study, methods of qualitative analysis of expert opinions presented in the public space (in the media, social networks, on the websites of educational organizations and analytical agencies, in public speeches), as well as methods of meaningful analysis of scientific publications, were used. …”
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Evaluation of mobile health technology combining telemonitoring and teleintervention versus usual care in vulnerable-phase heart failure management (HERMeS): a multicentre, randomi... by Sergi Yun, MD, ProfPhD Josep Comín-Colet, MD, Esther Calero-Molina, RN, Encarnación Hidalgo, RN, Núria José-Bazán, RN, Marta Cobo Marcos, MD, Teresa Soria, RN, Pau Llàcer, PhD, Cristina Fernández, MSc, José Manuel García-Pinilla, PhD, Concepción Cruzado, RN, Álvaro González-Franco, MD, Eva María García-Marina, RN, José Luis Morales-Rull, PhD, Cristina Solé, MD, Elena García-Romero, MD, Julio Núñez, PhD, José Civera, RN, Coral Fernández, RN, Mercedes Faraudo, RN, Pedro Moliner, PhD, Francesc Formiga, PhD, Javier de-Juan Bagudá, MD, Isabel Zegri-Reiriz, PhD, José María Verdú-Rotellar, PhD, Emili Vela, PhD, David Monterde, MSc, Jordi Piera-Jiménez, PhD, Gerard Carot-Sans, PhD, Cristina Enjuanes, PhD, Santiago Jiménez-Marrero, Alberto Garay, Raúl Ramos-Polo, Alexandra Pons-Riverola, Herminio Morillas, Sílvia Jovells-Vaqué, Marta Tajes, Rafael de la Espriella, Elisa Esther Rodríguez, Jessica Paola Rugeles, Maria del Carmen Moreno, Carla Castillo, Ainhoa Robles-Mezcua, Ramon Bascompte, Paola Macarena Beltran Troncoso, Rocío Rodríguez, Román Freixa Pamias, Olga Guri, Cristina Delso Gafarot, Sònia Sarret Vila, Angelique-Casas Thomsen, Jordi Fernández

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The OPTION trial: outpatient induction of labour – study protocol for a prospective, non-inferiority, multicentre randomised controlled trial by Kristina Gemzell-Danielsson, Susanne Hesselman, Sophia Brismar Wendel, Magnus Domellöf, Ulla-Britt Wennerholm, Maria Jonsson, Verena Sengpiel, Helen Elden, Ylva Carlsson, Sofie Graner, Tove Wallström, Helena Kopp-Kallner, Heléne Sangskär, Andreas Herbst

“…Once active labour ensues, all women will receive standard care in the hospital.The assessment of non-inferiority will involve a two-sided 95% CI and 80% power, requiring randomisation of 8891 women to ensure a probability of at least 0.80 that the upper limit of a two-sided 95.7% CI for a difference in the primary safety outcome is below the non-inferiority margin of 1.5%. 31 of the 45 delivery units in Sweden are currently recruiting. Data will be collected from the electronic case report form and Swedish healthcare registers. …”
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“Locality – Adaptation” Research of Hydropower Resettlement Communities in the Jinsha River Basin: A Case Study of Ludila Hydropower Station by Fang WANG, Zhuoqi LI, Haoyi XU, Jiaqi YAN

“…ObjectiveWithin human – environment systems, river basins constitute the earliest geographical units of human activity and currently represent the most critical zones of strained human – environment interactions. …”
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Machine learning for the rElapse risk eValuation in acute biliary pancreatitis: The deep learning MINERVA study protocol by Mauro Podda, Adolfo Pisanu, Gianluca Pellino, Adriano De Simone, Lucio Selvaggi, Valentina Murzi, Eleonora Locci, Matteo Rottoli, Giacomo Calini, Stefano Cardelli, Fausto Catena, Carlo Vallicelli, Raffaele Bova, Gabriele Vigutto, Fabrizio D’Acapito, Giorgio Ercolani, Leonardo Solaini, Alan Biloslavo, Paola Germani, Camilla Colutta, Savino Occhionorelli, Domenico Lacavalla, Maria Grazia Sibilla, Stefano Olmi, Matteo Uccelli, Alberto Oldani, Alessio Giordano, Tommaso Guagni, Davina Perini, Francesco Pata, Bruno Nardo, Daniele Paglione, Giusi Franco, Matteo Donadon, Marcello Di Martino, Dario Bruzzese, Daniela Pacella

“…The ML model will utilise convolutional neural networks (CNN) for feature extraction and risk prediction. …”
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