Deriving and validating a risk prediction model for long COVID-19: protocol for an observational cohort study using linked Scottish data by Jennifer K Quint, Aziz Sheikh, Chris Robertson, Srinivasa Vittal Katikireddi, Emily Moore, Colin R Simpson, Luke Daines, Eleftheria Vasileiou, Syed Ahmar Shah, Rachel H Mulholland, Vicky Hammersley, Steven Kerr, Ting Shi, David Weatherill, Elisa Pesenti

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Duration of External Neck Stabilisation (DENS) following odontoid fracture in older or frail adults: protocol for a randomised controlled trial of collar versus no collar by John Norrie, Julie Woodfield, David J Lowe, Paul M Brennan, Catriona Keerie, Julia Lawton, Matthew J Reed, Andrew Stoddart, Julia Boyd, Helen Eborall, Gina Cranswick, James Tomlinson, Polly L Black, Sadaquate Khan, Patrick Statham, Ellie Edlmann, Phillip Correia Copley, Angela Niven, Susan Deborah Shenkin

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Transforming diagnosis through artificial intelligence by Luciana D’Adderio, David W. Bates

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A simulation study to quantitatively assess the performance of electronic prescribing systems in English NHS Hospital Trusts by Stephanie Klein, Athanasios Tsanas, Jamie Coleman, Rebecca Osselton, Jude Heed, Ann Slee, Neil Watson

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Estimation of respiratory syncytial virus-associated hospital admissions in five European countries: a modelling studyResearch in context by Caroline Klint Johannesen, David Gideonse, Richard Osei-Yeboah, Toni Lehtonen, Ombeline Jollivet, Rachel A. Cohen, Arantxa Urchueguía-Fornes, María Herrero-Silvestre, Mónica López-Lacort, Rolf Kramer, Thea K. Fischer, Terho Heikkinen, Harish Nair, Harry Campbell, Michiel van Boven, Harish Nair, Hanna Nohynek, Anne Teirlinck, Louis Bont, Peter Openshaw, Andrew Pollard, Veena Kumar, Elizabeth Begier, Jim Janimak, Jenny Hendrix, Rolf Kramer, Alejandro Orrico Sánchez, Eva Molero

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Motor Neuron Disease Systematic Multi-Arm Adaptive Randomised Trial (MND-SMART): a multi-arm, multi-stage, adaptive, platform, phase III randomised, double-blind, placebo-controlle... by Jeremy Chataway, Suvankar Pal, Charis Wong, Elizabeth Elliott, Jenna M Gregory, Siddharthan Chandran, Judith Newton, Shuna Colville, Maria Stavrou, Christopher J Weir, Nigel Stallard, Malcolm R Macleod, Michelle Steven, Richard Anthony Parker, Arpan R Mehta, Robert J Swingler, Mahesh K B Parmar, Rachel S Dakin, Jill Williamson

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Pilot study of a ketogenic diet in bipolar disorder: a process evaluation by Benjamin P. Rigby, Nicole Needham, Helen Grossi, Ivana Kamenska, Iain H. Campbell, Ben Meadowcroft, Frances Creasy, Cheryl Fisher, Pankaj Bahuguna, John Norrie, Gerard Thompson, Melissa C. Gibbs, Maja Mitchell-Grigorjeva, Ailsa McLellan, Tessa Moses, Karl Burgess, Rachel Brown, Michael J. Thrippleton, Harry Campbell, Daniel J. Smith, Sharon A. Simpson

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Women and birth partners’ experiences of cervical ripening at home and in hospital by Cassandra Yuill, Mairi Harkness, Helen Cheyne, Boo Charkin, Monica Ferreira, Eloise Price, Amarnath Bhide, Mairead Black, Kathleen Boyd, Neelam Heera-Shergill, Neena Modi, John Norrie, Dharmintra Pasupathy, Julia Sanders, Sarah J. Stock, Rosemary Townsend, Linda J. Williams, Christine McCourt

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Complementary feeding and the early origins of obesity risk: a study protocol by Daniel D Reidpath, Ireneous N Soyiri, Naleena Devi Muniandy, Pascale A Allotey

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Health Communication and Behavioural Practice towards Ending Hepatitis B Virus in Southwest Nigeria by Evaristus Adesina, Davies Adeloye, Hezekiah Falola, Babatunde Adeyeye, Darlynton Yartey, Tolulope Kayode-Adedeji

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Assessing the impact of antimicrobial resistance policies on antibiotic use and antimicrobial resistance-associated mortality in children and adults in low and middle-income countr... by Günther Fink, Jay Patel, Kyaw Zay Ya

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Uptake and safety of Sotrovimab for prevention of severe COVID-19 in a cohort and self-controlled case series study by Martina Patone, Andrew JHL Snelling, Holly Tibble, Carol Coupland, Aziz Sheikh, Julia Hippisley-Cox

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Gaining Insight into Operative Performance: Analysis of an Automated 360-Degree Feedback Tool Among Perioperative Staff by Stefanie J. Soelling, MD, MPH, Robert D. Sinyard, MD, Lauren Spigel, MPH, Max Riley, MD, Paul Gregory, PhD, Nick Perdomo, MS, Yves Sonnay, MScPH, Steven Yule, PhD, Steven J. Fishman, MD, Douglas S. Smink, MD, MPH, FACS

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Protocol of a randomised trial of teriparatide followed by zoledronic acid to reduce fracture risk in adults with osteogenesis imperfecta by Jennifer Walsh, Catriona Keerie, Stuart H Ralston, Christopher J Weir, Muhammad K Javaid, WAYNE LAM, Bente L Langdahl, Jannie D Hald, Patricia Osborne

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Microbes Saving Lives and Reducing Suffering by Kenneth Timmis, Zeynep Ceren Karahan, Juan Luis Ramos, Omry Koren, Ana Elena Pérez‐Cobas, Karen Steward, Victor deLorenzo, Elisabetta Caselli, Margaret Douglas, Clarissa Schwab, Virginia Rivero, Rafael Giraldo, Junkal Garmendia, Raymond J. Turner, Jessamyn Perlmutter, José M. Borrero de Acuña, Pablo Ivan Nikel, Jerome Bonnet, Angela Sessitsch, James K. Timmis, Carla Pruzzo, M. Auxiliadora Prieto, Siavash Isazadeh, Wei E. Huang, Gerard Clarke, Danilo Ercolini, Max Häggblom

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Additive interaction of conjoint tobacco smoking and heavy drinking on hypertension prevalence in rural Uganda: a community-based cross-sectional study by Paineto Masengere, Nynke Halbesma, Rawlance Ndejjo, Bonny Enock Balugaba, Rhoda K. Wanyenze, Fred Nuwaha, Hilde Bastiaens, Geofrey Musinguzi

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Filling the Gap to Address Vaccine Hesitancy in Europe by Tiago Correia, Anabela da Conceição Pereira, Anabela da Conceição Pereira, Henrique Barros, Nadav Davidovitch, Nadav Davidovitch, Lore Leighton, Alison Katherine McCallum, Paula Meireles, Judith E. Mueller, Judith E. Mueller, Robert Otok, Anna Odone, Anna Odone, Alena Petrakova, Roman Prymula, Roman Prymula, Walter Ricciardi, Silvia Gabriela Scintee, Carlo Signorelli

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Integrating transcriptomics, metabolomics, and network pharmacology to investigate multi-target effects of sporoderm-broken spores of Ganoderma lucidum on improving HFD-induced dia... by Lidan Hu, Lili Yu, Zhongkai Cao, Yue Wang, Caifeng Zhu, Yayu Li, Jiazhen Yin, Zhichao Ma, Xuelin He, Ying Zhang, Wunan Huang, Yuelin Guan, Yue Chen, Xue Li, Xiangjun Chen

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Assessment of the general population knowledge about the emergence of Nipah virus outbreak in Bangladesh: A nationwide cross-sectional study by Mobin Ibne Mokbul, Shuvajit Saha, Samiha Nahar Tuli, Fatema Binte Nur, A.M. Khairul Islam, Tariful Islam, Shirsho Shreyan, Alok Bijoy Bhadra, Golam Dastageer Prince, Irfath Sharmin Eva, Mustari Nailah Tabassum, Ferdous Wahid, Md Irfan Bin Kayes, Nazim Hassan Ziad, Mohammad Delwer Hossain Hawlader

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Blood-based epigenome-wide association study and prediction of alcohol consumption by Elena Bernabeu, Aleksandra D. Chybowska, Jacob K. Kresovich, Matthew Suderman, Daniel L. McCartney, Robert F. Hillary, Janie Corley, Maria Del C. Valdés-Hernández, Susana Muñoz Maniega, Mark E. Bastin, Joanna M. Wardlaw, Zongli Xu, Dale P. Sandler, Archie Campbell, Sarah E. Harris, Andrew M. McIntosh, Jack A. Taylor, Paul Yousefi, Simon R. Cox, Kathryn L. Evans, Matthew R. Robinson, Catalina A. Vallejos, Riccardo E. Marioni

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