Impact of leadership behaviour on physician well-being, burnout, professional fulfilment and intent to leave: a multicentre cross-sectional survey study by Mihriye Mete, Charlotte Goldman, Tait Shanafelt, Daniel Marchalik

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Lower electronic health record adoption and interoperability in rural versus urban physician participants: a cross-sectional analysis from the CMS quality payment program by A. Jerrod Anzalone, Carol R. Geary, Ran Dai, Shinobu Watanabe-Galloway, James C. McClay, James R. Campbell

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A scalable tool for analyzing genomic variants of humans using knowledge graphs and graph machine learning by Shivika Prasanna, Ajay Kumar, Deepthi Rao, Eduardo J. Simoes, Praveen Rao

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Association of whole grain food consumption with lung cancer risk: a prospective cohort study by Kanran Wang, Junhan Zhao, Dingyi Yang, Mao Sun, Yongzhong Wu, Wei Zhou

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From physical activity patterns to cognitive status: development and validation of novel digital biomarkers for cognitive assessment in older adults by Ling-Jie Fan, Feng-Yi Wang, Jun-Han Zhao, Jun-Jie Zhang, Yang-An Li, Jia Tang, Tao Lin, Quan Wei

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An ontology-based rare disease common data model harmonising international registries, FHIR, and Phenopackets by Adam S. L. Graefe, Miriam R. Hübner, Filip Rehburg, Steffen Sander, Sophie A. I. Klopfenstein, Samer Alkarkoukly, Ana Grönke, Annic Weyersberg, Daniel Danis, Jana Zschüntzsch, Elisabeth F. Nyoungui, Susanna Wiegand, Peter Kühnen, Peter N. Robinson, Oya Beyan, Sylvia Thun

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S‐PLM: Structure‐Aware Protein Language Model via Contrastive Learning Between Sequence and Structure by Duolin Wang, Mahdi Pourmirzaei, Usman L. Abbas, Shuai Zeng, Negin Manshour, Farzaneh Esmaili, Biplab Poudel, Yuexu Jiang, Qing Shao, Jin Chen, Dong Xu

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SGCL-LncLoc: An Interpretable Deep Learning Model for Improving lncRNA Subcellular Localization Prediction with Supervised Graph Contrastive Learning by Min Li, Baoying Zhao, Yiming Li, Pingjian Ding, Rui Yin, Shichao Kan, Min Zeng

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Tramadol use and incident dementia in older adults with musculoskeletal pain: a population-based retrospective cohort study by Si Nae Oh, Hye Jun Kim, Jae Yong Shim, Kyuwoong Kim, Seogsong Jeong, Sun Jae Park, Sang Hyun Lee, Joong Won Ha, Sang Min Park

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Protocol for the development of a reporting guideline for causal and counterfactual prediction models in biomedicine by Yi Guo, Hua Xu, Fei Wang, Jie Xu, Jiang Bian, Robert Lucero, Mattia Prosperi

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Empowering access: unveiling an overall composite spatial accessibility index to healthcare services in Southeastern Iran by Ahmad Raeesi, Soheil Hashtarkhani, Mahmood Tara, Narjes Sargolzaei, Behzad Kiani

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Intersection of rare pathogenic variants from TCGA in the All of Us Research Program v6 by Blaine A. Bates, Kylee E. Bates, Spencer A. Boris, Colin Wessman, David Stone, Justin Bryan, Mary F. Davis, Matthew H. Bailey

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Gender differences in the price elasticity of demand for waterpipe and cigarette smoking in Lebanon, Jordan and Palestine: a volumetric choice experiment by Ramzi G Salloum, Mohammed Jawad, Aya Mostafa, Yousef Khader, Rima Nakkash, Niveen ME Abu-Rmeileh, Ali Chalak, Ruba Abla, Sameera Awawda

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Observational research in epidemic settings: a roadmap to reform by Marc Lipsitch, Nicholas Evans, Alexandra L Phelan, Stephany N Duda, Annette Rid, Colin J Carlson, Jennifer B Rosen, Natalie E Dean, John Barugahare, Maya B Mathur, Emily E Ricotta, Fausto A Bustos Carrillo, Samuel Angelli-Nichols, Adia Benton, Emma Chang-Rabley, Lisa Federer, Mary-Margaret A Fill, Elizabeth C LeRoy, Natalie M Linton, Lauren Sauer, Sheena G Sullivan, Mackenzie Zendt

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Intrinsic p53 activation restricts gammaherpesvirus driven germinal center B cell expansion during latency establishment by Shana M. Owens, Jeffrey M. Sifford, Gang Li, Steven J. Murdock, Eduardo Salinas, Darby Oldenburg, Debopam Ghosh, Jason S. Stumhofer, Intawat Nookaew, Mark Manzano, J. Craig Forrest

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Clinical risk factors for sarcopenia in acute and chronic pancreatitis by Mitchell L. Ramsey, Andrew Lu, Kristyn Gumpper-Fedus, Stacey Culp, David Bradley, Darwin L. Conwell, Zobeida Cruz-Monserrate, J. Royce Groce, Samuel Han, Somashekar G. Krishna, Peter Lee, Thomas Mace, Georgios I. Papachristou, Kristen M. Roberts, Zarine K. Shah, Phil A. Hart

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Breast cancer risk assessment based on a predictive model: evaluation of risk factors among Japanese women by Michiyo Yamada, Takashi Chishima, Takashi Ishikawa, Kazutaka Narui, Sadatoshi Sugae, Peter J. Tonellato, Itaru Endo

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Distinct Murine Pancreatic Transcriptomic Signatures during Chronic Pancreatitis Recovery by Yinjie Zhang, Baibing Yang, Joy M. Davis, Madeline M. Drake, Mamoun Younes, Qiang Shen, Zhongming Zhao, Yanna Cao, Tien C. Ko

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Effects of inulin-type fructans supplementation on cardiovascular disease risk factors: a protocol for a systematic review and meta-analysis of randomised controlled trials by Russell J de Souza, Lawrence Mbuagbaw, John L Sievenpiper, Dena Zeraatkar, Laura Banfield, Vanessa Ha, David J A Jenkins, Jhalok Ronjan Talukdar, Matthew Adam Cooper, Lyuba Lyutvyn, Rahim Ali, Rachel Bierbrier, Sabrina Janes, Pauline B Darling

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Racial differences in takotsubo cardiomyopathy outcomes in a large nationwide sample by Raja Zaghlol, Amit K. Dey, Sameer Desale, Ana Barac

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