Bio-primed machine learning to enhance discovery of relevant biomarkers by David M. Henke, Alexander Renwick, Joseph R. Zoeller, Jitendra K. Meena, Nicholas J. Neill, Elizabeth A. Bowling, Kristen L. Meerbrey, Thomas F. Westbrook, Lukas M. Simon

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Contributions of Mamu-A*01 status and TRIM5 allele expression, but not CCL3L copy number variation, to the control of SIVmac251 replication in Indian-origin rhesus monkeys. by So-Yon Lim, Tiffany Chan, Rebecca S Gelman, James B Whitney, Kara L O'Brien, Dan H Barouch, David B Goldstein, Barton F Haynes, Norman L Letvin

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Influence of next-generation artificial intelligence on headache research, diagnosis and treatment: the junior editorial board members’ vision – part 2 by Igor Petrušić, Chia-Chun Chiang, David Garcia-Azorin, Woo-Seok Ha, Raffaele Ornello, Lanfranco Pellesi, Eloisa Rubio-Beltrán, Ruth Ruscheweyh, Marta Waliszewska-Prosół, William Wells-Gatnik

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Promise and Peril: Stellar Contamination and Strict Limits on the Atmosphere Composition of TRAPPIST-1 c from JWST NIRISS Transmission Spectra by Michael Radica, Caroline Piaulet-Ghorayeb, Jake Taylor, Louis-Philippe Coulombe, Björn Benneke, Loic Albert, Étienne Artigau, Nicolas B. Cowan, René Doyon, David Lafrenière, Alexandrine L’Heureux, Olivia Lim

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Learning to build low-field MRIs for remote northern communities by Gordon E. Sarty, Logi Vidarsson, Christopher Hansen, Christopher Hansen, Keifer Corrigal, Lionel Sutherland, Millie Jamieson, Micheal Hogue, Haile Kassahun, William Greyeyes, David Teixeira, Lawrence Goertzen, Jonathan McEvoy, Mark Pollard

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Modulation of brain activity in brain-injured patients with a disorder of consciousness in intensive care with repeated 10-Hz transcranial alternating current stimulation (tACS): a... by David Williamson, Francis Bernard, Stefanie Blain-Moraes, Caroline Arbour, Virginie Williams, Louis de Beaumont, Catherine Duclos, Béatrice P De Koninck, Daphnee Brazeau, Amelie A Deshaies, Marie-Michele Briand, Charlotte Maschke

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Effectiveness of a physiotherapist-led triage and treatment service on WAITing time for adults with musculoskeletal pain referred to Australian public hospital physiotherapy clinic... by Ian A Harris, Andrew Lawson, Bethan Richards, Chris G Maher, Laurent Billot, David Roberts, Chris Needs, David Anderson, Nadine E Foster, Danielle Coombs, Marnee McKay, Joshua R Zadro, Tarcisio F de Campos, Michael Swain, Daniel Treacy, Lisa A Harvey, Gustavo Machado, Jackie Chu, Christopher S Han, Andrew R Gamble, Timothy Shaw, Mark Halliday, Joshua M Hutton, Tom Lung, Lisa Gridley, Joshua Wakefield

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Mini Worldlit: A Dataset of Contemporary Fiction from 13 Countries, Nine Languages, and Five Continents by Andrew Piper, David Bamman, Christina Han, Jens Bjerring-Hansen, Hoyt Long, Itay Marienberg-Milikowsky, Tom McEnaney, Mathias Iroro Orhero, Emrah Peksoy, Pallavi Rastogi, Sebastian Rasmussen, Roel Smeets, Alexandra Stuart, Mads Rosendahl Thomsen

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Effects of community-wide vaccination with PCV-7 on pneumococcal nasopharyngeal carriage in the Gambia: a cluster-randomized trial. by Anna Roca, Philip C Hill, John Townend, Uzo Egere, Martin Antonio, Abdoulie Bojang, Abiodun Akisanya, Teresa Litchfield, David E Nsekpong, Claire Oluwalana, Stephen R C Howie, Brian Greenwood, Richard A Adegbola

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Otology/Neurotology recommendations – Choosing Wisely campaign by Andrew K. Ma, Julian Nedzelski, Joseph Chen, Trung Le, Paul Mick, Jane Lea, David Morris, Margaret Aron, Sumit Agrawal, Lorne Parnes, Tamara Mijovic, Vincent Lin, Otology/Neurotology subspecialty group of the Canadian Society of Otolaryngology – Head & Neck Surgery

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The Transcultural Diabetes Nutrition Algorithm: A Canadian Perspective by Réjeanne Gougeon, John L. Sievenpiper, David Jenkins, Jean-François Yale, Rhonda Bell, Jean-Pierre Després, Thomas P. P. Ransom, Kathryn Camelon, John Dupre, Cyril Kendall, Refaat A. Hegazi, Albert Marchetti, Osama Hamdy, Jeffrey I. Mechanick

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Investigation of a Novel Noninvasive Risk Analytics Algorithm With Laboratory Central Venous Oxygen Saturation Measurements in Critically Ill Pediatric Patients by Sarah A. Teele, MD, MSHPEd, Avihu Z. Gazit, MD, Craig Futterman, MD, William G. La Cava, PhD, David S. Cooper, MD, MPH, MBA, Steven M. Schwartz, MD, MS, Joshua W. Salvin, MD, MPH

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Cost-effectiveness analysis of proactive home visits compared with site-based community health worker care on antenatal care outcomes in Mali: a cluster-randomised trial by Osondu Ogbuoji, Caroline Whidden, Emily Treleaven, Youssouf Keita, Kassoum Kayentao, Ari Johnson, Jenny X Liu, Minahil Shahid, Mohamed Berthé, Armand Zimmerman, David Charles Boettiger, Coumba Traoré, Mahamadou Sogoba, Saibou Doumbia, Amadou Beydi Cissé

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Gravity-based microfiltration reveals unexpected prevalence of circulating tumor cell clusters in ovarian and colorectal cancer by Anne Meunier, Javier Alejandro Hernández-Castro, Nicholas Chahley, Laudine Communal, Sara Kheireddine, Newsha Koushki, Nadia Davoudvandi, Sara Al Habyan, Benjamin Péant, Anthoula Lazaris, Andy Ng, Teodor Veres, Luke McCaffrey, Diane Provencher, Peter Metrakos, Anne-Marie Mes-Masson, David Juncker

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A One-Year Economic Evaluation of Six Alternative Strategies for the Management of Uninvestigated Upper Gastrointestinal Symptoms in Canadian Primary Care by Alan N Barkun, Ralph Crott, Carlo A Fallone, Wendy A Kennedy, Jean Lachaine, Carey Levinton, David Armstrong, Naoki Chiba, Alan Thomson, Sander Veldhuyzen van Zanten, Paul Sinclair, Sergio Escobedo, Bijan Chakraborty, Sandra Smyth, Robert White, Helen Kalra, Krista Nevin

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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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Cohort profile: maternal and child health and parenting practices during the COVID-19 pandemic in Ceará, Brazil: birth cohort study (Iracema-COVID) by Marcia C Castro, Márcia Maria Tavares Machado, Simone Farías-Antúnez, David Augusto Batista Sá Araújo, Ana Luiza Penna, Francisco Ariclene Oliveira, Camila Machado de Aquino, Antônio Silva Lima Neto, Geziel dos Santos de Sousa

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Realising health justice in Palestine: beyond humanitarian voices by James Smith, Sara el-Solh, Layth Hanbali, Sawsan Abdulrahim, Sali Hafez, Samer Abuzerr, Bram Wispelwey, Mads Gilbert, Mohammed Seyam, Bassam Abu Hamad, Dorotea Gucciardo, Fahd Haddad, Rasha Khoury, Amira Nimerawi, David Mills, Ghassan Abu-Sittah

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Using multiomic integration to improve blood biomarkers of major depressive disorder: a case-control studyResearch in context by Amazigh Mokhtari, El Chérif Ibrahim, Arnaud Gloaguen, Claire-Cécile Barrot, David Cohen, Margot Derouin, Hortense Vachon, Guillaume Charbonnier, Béatrice Loriod, Charles Decraene, Ipek Yalcin, Cynthia Marie-Claire, Bruno Etain, Raoul Belzeaux, Andrée Delahaye-Duriez, Pierre-Eric Lutz

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The prevalence and burden of musculoskeletal disorders amongst Indigenous people in Pimicikamak, northern Manitoba, Canada: A community health survey by André Bussières, Melissa Atkinson-Graham, Jennifer Ward, Muriel Scott, Jean Moss, Patricia Tavares, Deborah Kopansky-Giles, Jacqueline Ladwig, Cheryl Glazebrook, David A. Monias, Helga Hamilton, Donald Z. Mckay, Randall Smolinski, Scott Haldeman, Sheilah Hogg-Johnson, Steven Passmore

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