AI versus human-generated multiple-choice questions for medical education: a cohort study in a high-stakes examination by Alex KK Law, Jerome So, Chun Tat Lui, Yu Fai Choi, Koon Ho Cheung, Kevin Kei-ching Hung, Colin Alexander Graham

“…Expert reviewers assessed MCQs for factual correctness, relevance, difficulty, alignment with Bloom’s taxonomy (remember, understand, apply and analyse), and item writing flaws. …”
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Molecular-genetic approaches to species identification of platyhelminthes of the genus <i>Ligophorus</i> (Monogenea) parasitising flathead mullet by E. A. Vodiasova, E. S. Chelebieva, O. V. Shikhat, D. M. Atopkin, E. V. Dmitrieva

“…Morphological identification of these species requires spending much time and a high level of experience in monogenean taxonomy. For quick and correct species identification of these parasites, we have developed a genotyping approach based on the polymerase chain reaction of allele-specific gene sites for various Monogenea species. …”
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Diagnósticos de enfermagem no setor de emergência: uma revisão integrativa by Daniel da Silva Rodrigues, Roberta Teixeira Prado, Maria Paula Taligliatti Luciano, Stephany Fabiane de Moura Costa, Isabella Lusvardi do Pinho Mellado, Rossana Gomes Machado Arruda, Suellen Cristina Dias Emidio

“…Results: 5,994 studies were identified, using six articles. The most used taxonomy for applying the nursing process in emergencies was NANDA, with a predominance of the domains of safety/protection, activity/rest, comfort, elimination/exchange and nutrition. …”
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Current applications and challenges in large language models for patient care: a systematic review by Felix Busch, Lena Hoffmann, Christopher Rueger, Elon HC van Dijk, Rawen Kader, Esteban Ortiz-Prado, Marcus R. Makowski, Luca Saba, Martin Hadamitzky, Jakob Nikolas Kather, Daniel Truhn, Renato Cuocolo, Lisa C. Adams, Keno K. Bressem

“…Conclusions This review systematically maps LLM applications and limitations in patient care, providing a foundational framework and taxonomy for their implementation and evaluation in healthcare settings.…”
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Gene content of seawater microbes is a strong predictor of water chemistry across the Great Barrier Reef by Marko Terzin, Steven J. Robbins, Sara C. Bell, Kim-Anh Lê Cao, Renee K. Gruber, Pedro R. Frade, Nicole S. Webster, Yun Kit Yeoh, David G. Bourne, Patrick W. Laffy

“…Results Integrating gene-centric metagenomics analyses with 17 physico-chemical variables (temperature, salinity, and particulate and dissolved nutrients) across 48 reefs revealed that associations between microbial functions and environmental parameters were twice as stable compared to taxonomy-environment associations. Distinct seasonal variations in surface water chemistry were observed, with nutrient concentrations up to threefold higher during austral summer, explained by enhanced production of particulate organic matter (POM) by photoautotrophic picocyanobacteria, primarily Synechococcus. …”
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A revised classification of Dryopteridaceae based on plastome phylogenomics and morphological evidence, with the description of a new genus, Pseudarachniodes by Zheng-Yu Zuo, Germinal Rouhan, Shi-Yong Dong, Hong-Mei Liu, Xin-Yu Du, Li-Bing Zhang, Jin-Mei Lu

“…This revised classification will serve as a foundational framework for future investigations on taxonomy, biogeography, and diversification of the most species-rich Dryopteridaceae in ferns.…”
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Scoping review of costs of implementation strategies in community, public health and healthcare settings by Hongmei Wang, Jungyoon Kim, Tzeyu L Michaud, Emiliane Pereira, Gwenndolyn Porter, Caitlin Golden, Jennie Hill, Cindy Schmidt, Paul A Estabrooks

“…Objectives To identify existing evidence concerning the cost of dissemination and implementation (D&amp;I) strategies in community, public health and health service research, mapped with the ‘Expert Recommendations for Implementing Change’ (ERIC) taxonomy.Design Scoping review.Data sources MEDLINE, EMBASE, CINAHL, PsycINFO, Scopus and the Cochrane Library were searched to identify any English language reports that had been published between January 2008 and December 2019 concerning the cost of D&amp;I strategies.Data extraction We matched the strategies identified in each article using ERIC taxonomies; further classified them into five areas (eg, dissemination, implementation, integration, capacity building and scale-up); and extracted the corresponding costs (total costs and cots per action target and per evidence-based programme (EBP) participant). …”
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Synergetic effects of network interconnections in the conditions of virtual reality by Kraus Kateryna, Kraus Nataliia, Shtepa Olena

“…ORIGINALITY AND VALUE: The content of a virtual slice of network interaction of cluster formations in the conditions of virtual reality offered by the authors is revealed; the authors’ vision of its structural elements is given, as from a digital network augmented and virtual socio-economic reality; the taxonomy and categorization of terminology with the help of which it is possible to reveal the formation of network cooperation in the conditions of virtual reality and its further development are investigated; on the basis of the conducted deep theoretical and methodological analysis and the presentation of a retrospective of innovation and digital changes, a step-by-step transformation of cluster formations is shown. …”
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Leveraging machine learning to uncover multi-pathogen infection dynamics across co-distributed frog families by Daniele L. F. Wiley, Kadie N. Omlor, Ariadna S. Torres López, Celina M. Eberle, Anna E. Savage, Matthew S. Atkinson, Lisa N. Barrow

“…We then built balanced random forests (RF) models to predict infection status and intensity based on host taxonomy, age, sex, geography, and environmental variables and to assess relative variable importance across pathogens. …”
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Effects of Neuromuscular Training on Performance and Injury Prevention in Youth Team Sports: Development of an Evidence-Based Educational Program by Markus Tschopp, Nicklaus Hess, Pascal Andrey, Adrian Rothenbühler, Fabian Studer

“…The online content covers Bloom's taxonomy levels 1-3, while levels 4-6 are addressed in face-to-face training sessions. …”
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Strategies and resources used by public health units to encourage COVID-19 vaccination among priority groups: a behavioural science-informed review of three urban centres in Canada by Tori Langmuir, Mackenzie Wilson, Nicola McCleary, Andrea M. Patey, Karim Mekki, Hanan Ghazal, Elizabeth Estey Noad, Judy Buchan, Vinita Dubey, Jana Galley, Emily Gibson, Guillaume Fontaine, Maureen Smith, Amjad Alghamyan, Kimberly Thompson, Jacob Crawshaw, Jeremy M. Grimshaw, Trevor Arnason, Jamie Brehaut, Susan Michie, Melissa Brouwers, Justin Presseau

“…We used the Behaviour Change Techniques (BCT) Taxonomy – which describes 93 different ways of supporting behaviour change – to categorise the types of strategies/resources used, and the Theoretical Domains Framework – which synthesises 14 factors that can be barriers or facilitators to decisions and actions – to categorise the barriers and facilitators addressed by strategies/resources. …”
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Intestinal Microbiota Transplant Prior to Allogeneic Stem Cell Transplant (MAST) trial: study protocol for a multicentre, double-blinded, placebo-controlled, phase IIa trial by Julian R Marchesi, Emma Nicholson, Benjamin H Mullish, Renuka Palanicawandar, Graham Wheeler, Francesca Kinsella, Andrew J Innes, Lauren A Roberts, Shian Anim-Burton, Lee Webber, Nicholas A Johnson, Rohma Ghani, Pakhshan Farshi, Anjum B Khan, Panagiotis Kottaridis, Pramila Krishnamurthy, Frances Davies, Jiří Pavlů

“…Secondary outcomes will include tolerability, the dynamics of gut microbiome diversity metrics and taxonomy over all time points assessed, as well as clinical outcomes (including burden of invasive infections, days of fever, admission to intensive care, development of graft-vs-host disease and mortality).Ethics and dissemination This study was approved by a UK Research Ethics Committee (REC reference: 23/NE/0105). …”
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Role of Cylindrospermopsis sp. in vertical nitrogen changes observed in tropical oxidation wastewater treatment ponds by M. Srichomphu, O. Phewnil, T. Pattamapitoon, Ratcha Chaichana, K. Chunkao, W. Wararam, N. Dampin, P. Maskulrath

“…In the density of phytoplankton which were collected by measuring 20 liters of water and filtered using a 36-micron plankton net, calculated and counted under a high magnification microscope, as the species are classified according the taxonomy.FINDINGS: The results of the wastewater quality were as follows: the content of suspended solids was 65–81 milligram per liter, water temperature was 31.8–33.2°C, potential of hydrogen was 8.7–9.2, total nitrogen content was 4.0–5.3 milligram per liter, ammonium content was 0.03–0.06 milligram per liter, nitrate content was 0.09–0.12 milligram per liter, total phosphorus content was 0.9–1.3 milligram per liter, and phosphate content was 0.4–0.5 milligram per liter. …”
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Desain Interaksi Aplikasi Zero Waste dengan Menerapkan Gamifikasi Menggunakan Pendekatan Player-Centered Design by Adi Mulyanto, Nadija Herdwina Putri Soerojo

“…The features designed in the application refer to Bloom's Taxonomy, which states that to be able to apply something, one must know and understand it. …”
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The Great Lakes Winter Grab: Limnological data from a multi‐institutional winter sampling campaign on the Laurentian Great Lakes by Ge Pu, Kirill Shchapov, Nolan J. T. Pearce, Kelly Bowen, Andrew Bramburger, Andrew Camilleri, Hunter Carrick, Justin D. Chaffin, William Cody, Maureen L. Coleman, Warren J. S. Currie, David C. Depew, Jonathan P. Doubek, Rachel Eveleth, Mark Fitzpatrick, Paul W. Glyshaw, Casey M. Godwin, R. Michael McKay, Mohiuddin Munawar, Heather Niblock, Maci Quintanilla, Michael Rennie, Matthew W. Sand, Kimberly J. Schraitle, Michael R. Twiss, Donald G. Uzarski, Henry A. Vanderploeg, Trista J. Vick‐Majors, Judy A. Westrick, Bridget A. Wheelock, Marguerite A. Xenopoulos, Arthur Zastepa, Ted Ozersky

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Frailty Assessment Tools in Chronic Kidney Disease: A Systematic Review and Meta-analysis by Alisha Puri, Anita M. Lloyd, Aminu K. Bello, Marcello Tonelli, Sandra M. Campbell, Karthik Tennankore, Sara N. Davison, Stephanie Thompson

“…Setting &amp; Study Populations: Studies assessing multidimensional frailty tools in adults at any stage of CKD and evaluating a measurement property of interest as per the Consensus-based Standards for the Selection of Health Measurement Instruments taxonomy. Selection Criteria for Studies: Observational studies and randomized trials. …”
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Ground-based Characterization of (98943) Torifune 2001 CC21, the Target of the Hayabusa2# Space Mission by Marcel M. Popescu, Eri Tatsumi, Javier Licandro, Miguel R. Alarcon, Javier Rodríguez Rodríguez, Miquel Serra-Ricart, Julia de León, Joaquín Fernandez Martin, David Morate, Gabriel N. Simion, Bogdan Alexandru Dumitru, Daniel Nicolae Berteşteanu, George Pantelimon Prodan, Masatoshi Hirabayashi

“…We classified the object using a high signal-to-noise ratio spectrum (over the visible and near-infrared region) as Sq-type in the Bus–DeMeo taxonomy. We estimate a mineralogy similar to LL/L ordinary chondrites, with an ol/(ol+px) = 0.60, a Fa content of 28.5 mol%, and a Fs content of 23.4 mol%. …”
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The American Society of Pain and Neuroscience (ASPN) Guidelines and Consensus on the Definition, Current Evidence, Clinical Use and Future Applications for Physiologic Closed-Loop... by Pope JE, Deer TR, Sayed D, Antony AB, Bhandal HS, Calodney AK, Chakravarthy K, Costandi S, Diep J, Durbhakula S, Fishman MA, Gilligan C, Goree JH, Guirguis M, Hagedorn JM, Hunter CW, Kallewaard JW, Kapural L, Lam CM, Li S, Mayrsohn B, Nijhuis H, Nikolic S, Petersen EA, Poree LR, Puri SK, Reece DE, Rosen SM, Russo MA, Shah JM, Staats PS, Verrills P, Vu CM, Levy RM, Mekhail N

“…Because of the growing neuromodulation market focus on PCLC strategies, the American Society of Pain and Neuroscience (ASPN) sought to develop guidance on safety and efficacy, along with a taxonomy surrounding PCLC systems (PCLCSs) and to develop an evidence-based best practice review.Methods: A librarian-assisted literature search was performed to identify manuscripts relevant to the topic of PCLC stimulation for management of chronic pain. …”
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Editorial – Revista Ambiente Contábil – Volume 17 – Número 1 – Ano 2025 (Jan./Jun. 2025) by Prof. Dr. Maurício Corrêa da Silva

“…Article 8 (Section 1) – (ID 38664) - The fraud taxonomy in financial reports in the brazilian stock market of Noel Kentinus Olokodana, Rodrigo de Souza Gonçalves and Monize Ramos do Nascimento. …”
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Contextual Vulnerability Should Guide Fair Subject Selection in Xenotransplantation Clinical Trials by Gianna Strand

“…“Vulnerability in Research Subjects: A Bioethical Taxonomy. Ethical and Policy Issues in Research Involving Human Participants.,” in Ethical and Policy Issues in Research Involving Human Participants,  (Bethesda, MD: National Bioethics Advisory Commission, August 2001), G1-G13. …”
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