The study design elements employed by researchers in preclinical animal experiments from two research domains and implications for automation of systematic reviews. di Annette M O'Connor, Sarah C Totton, Jonah N Cullen, Mahmood Ramezani, Vijay Kalivarapu, Chaohui Yuan, Stephen B Gilbert, Stephen B Gilbert

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Predicting neutralization susceptibility to combination HIV-1 monoclonal broadly neutralizing antibody regimens. di Brian D Williamson, Liana Wu, Yunda Huang, Aaron Hudson, Peter B Gilbert

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Measuring ACPA in the general population or primary care: is it useful? di Axel Finckh, Celine Lamacchia, Delphine Courvoisier, O. Studer, E. Trunk, B. Gilbert

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Regulating Endogenous Neural Stem Cell Activation to Promote Spinal Cord Injury Repair di Emily A. B. Gilbert, Nishanth Lakshman, Kylie S. K. Lau, Cindi M. Morshead

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Progress towards the Elusive Mastitis Vaccines di Pascal Rainard, Florence B. Gilbert, Rodrigo P. Martins, Pierre Germon, Gilles Foucras

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Impact of teleretinal screening program on diabetic retinopathy screening compliance rates in community health centers: a quasi-experimental study di Sierra K. Ha, Joshua B. Gilbert, Erin Le, Connor Ross, Alice Lorch

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NHERI@UTexas experimental facility with large-scale mobile shakers for field studies: a decade of discovery in natural hazards engineering di Kenneth H. Stokoe, Sungmoon Hwang, Brady R. Cox, Patricia M. Clayton, Robert B. Gilbert

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From concept to classroom: Developing instructor dashboards through human centered design di Dana AlZoubi, Evrim Baran, Aliye Karabulut-Ilgu, Anasilvia Salazar Morales, Stephen B. Gilbert

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Soluble CD14 produced by bovine mammary epithelial cells modulates their response to full length LPS di Mégane Védrine, Florence B. Gilbert, Sarah Maman, Christophe Klopp, Christophe Gitton, Pascal Rainard, Pierre Germon

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Exploring the Emergent Redox Chemistry of Pd(II) Nodes with Pendant Ferrocenes: From Precursors, through Building Blocks, to Self-Assemblies di Austin B. Gilbert, Matthew R. Crawley, Trevor J. Higgins, Yuguang C. Li, David F. Watson, Timothy R. Cook

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Modeling cumulative overall prevention efficacy for the VRC01 phase 2b efficacy trials di Yunda Huang, Shelly Karuna, Lindsay N. Carpp, Daniel Reeves, Amarendra Pegu, Kelly Seaton, Kenneth Mayer, Joshua Schiffer, John Mascola, Peter B. Gilbert

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Tracking SARS-CoV-2 Spike Protein Mutations in the United States (January 2020—March 2021) Using a Statistical Learning Strategy di Lue Ping Zhao, Terry P. Lybrand, Peter B. Gilbert, Thomas R. Hawn, Joshua T. Schiffer, Leonidas Stamatatos, Thomas H. Payne, Lindsay N. Carpp, Daniel E. Geraghty, Keith R. Jerome

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Stochastic interventional approach to assessing immune correlates of protection: Application to the COVE messenger RNA-1273 vaccine trial di Nima S. Hejazi, Xiaoying Shen, Lindsay N. Carpp, David Benkeser, Dean Follmann, Holly E. Janes, Lindsey R. Baden, Hana M. El Sahly, Weiping Deng, Honghong Zhou, Brett Leav, David C. Montefiori, Peter B. Gilbert

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GeM-LR: Discovering predictive biomarkers for small datasets in vaccine studies. di Lin Lin, Rachel L Spreng, Kelly E Seaton, S Moses Dennison, Lindsay C Dahora, Daniel J Schuster, Sheetal Sawant, Peter B Gilbert, Youyi Fong, Neville Kisalu, Andrew J Pollard, Georgia D Tomaras, Jia Li

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SWIFT clustering analysis of intracellular cytokine staining flow cytometry data of the HVTN 105 vaccine trial reveals high frequencies of HIV-specific CD4+ T cell responses and as... di Tim R. Mosmann, Jonathan A. Rebhahn, Stephen C. De Rosa, Michael C. Keefer, M. Juliana McElrath, Nadine G. Rouphael, Giuseppe Pantaleo, Giuseppe Pantaleo, Peter B. Gilbert, Lawrence Corey, James J. Kobie, Juilee Thakar

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Mathematical Modeling of Vaccines That Prevent SARS-CoV-2 Transmission di David A. Swan, Ashish Goyal, Chloe Bracis, Mia Moore, Elizabeth Krantz, Elizabeth Brown, Fabian Cardozo-Ojeda, Daniel B. Reeves, Fei Gao, Peter B. Gilbert, Lawrence Corey, Myron S. Cohen, Holly Janes, Dobromir Dimitrov, Joshua T. Schiffer

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Realising the potential of correlates of protection for vaccine development, licensure and use: short summary di Deborah F. King, Helen Groves, Charlie Weller, Ian Jones, Jakob P. Cramer, Peter B. Gilbert, David Goldblatt, Marion F. Gruber, Beate Kampmann, Diadié Maïga, Marcela F. Pasetti, Stanley A. Plotkin, Alexander Precioso, Liya Wassie, Frederick Wittke, David C. Kaslow

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PlantCV v2: Image analysis software for high-throughput plant phenotyping di Malia A. Gehan, Noah Fahlgren, Arash Abbasi, Jeffrey C. Berry, Steven T. Callen, Leonardo Chavez, Andrew N. Doust, Max J. Feldman, Kerrigan B. Gilbert, John G. Hodge, J. Steen Hoyer, Andy Lin, Suxing Liu, César Lizárraga, Argelia Lorence, Michael Miller, Eric Platon, Monica Tessman, Tony Sax

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Non-HIV Vaccine-Induced Immune Responses as Potential Baseline Immunogenicity Predictors of ALVAC-HIV and AIDSVAX B/E-Induced Immune Responses di Ying Huang, Shomoita Alam, Erica Andersen-Nissen, Lindsay N. Carpp, One B. Dintwe, Britta S. Flach, Nicole Grunenberg, Fatima Laher, Stephen C. De Rosa, Guido Ferrari, Craig Innes, Linda-Gail Bekker, James G. Kublin, M. Juliana McElrath, Georgia D. Tomaras, Glenda E. Gray, Peter B. Gilbert

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Innate immune signatures to a partially-efficacious HIV vaccine predict correlates of HIV-1 infection risk. di Erica Andersen-Nissen, Andrew Fiore-Gartland, Lamar Ballweber Fleming, Lindsay N Carpp, Anneta F Naidoo, Michael S Harper, Valentin Voillet, Nicole Grunenberg, Fatima Laher, Craig Innes, Linda-Gail Bekker, James G Kublin, Ying Huang, Guido Ferrari, Georgia D Tomaras, Glenda Gray, Peter B Gilbert, M Juliana McElrath

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