From categories to gradience: Auto-coding sociophonetic variation with random forests by Dan Villarreal, Jennifer Hay, Kevin Watson, Lynn Clark

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Proto-Lexicon Size and Phonotactic Knowledge are Linked in Non-Māori Speaking New Zealand Adults by Forrest Andrew Panther, Jeanette King, Jennifer Hay, Simon Todd, Wakayo Mattingley

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Social Priming in Speech Perception: Revisiting Kangaroo/Kiwi Priming in New Zealand English by Gia Hurring, Jennifer Hay, Katie Drager, Ryan Podlubny, Laura Manhire, Alix Ellis

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Resilience of English vowel perception across regional accent variation by Bronwen Evans, Catherine T. Best, Gerry Docherty, Jason Shaw, Jennifer Hay, Karen E. Mulak, Paul Foulkes

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Revealing perceptual structure through input variation: cross-accent categorization of vowels in five accents of English by Bronwen Evans, Catherine T. Best, Gerry Docherty, Jason Shaw, Jennifer Hay, Karen E. Mulak, Paul Foulkes

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Comparison of Berkovich and spherical tip indentation for determining the Young’s modulus of polymer thin films encapsulated by a dielectric by Marina Melo de Lima, Vincent Mandrillon, Jennifer Hay, Laurent-Luc Chapelon, Christophe Poulain, Olivier Lebaigue

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The Glasgow Microenvironment Score: an exemplar of contemporary biomarker evolution in colorectal cancer by Katrina Knight, Christopher Bigley, Kathryn Pennel, Jennifer Hay, Noori Maka, Donald McMillan, James Park, Campbell Roxburgh, Joanne Edwards

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Histopathological tumour microenvironment score independently predicts outcome in primary operable colorectal cancer by Phimmada Hatthakarnkul, Kathryn Pennel, Peter Alexander, Hester vanWyk, Antonia Roseweir, Jitwadee Inthagard, Jennifer Hay, Ditte Andersen, Noori Maka, James Park, Campbell Roxburgh, Chanitra Thuwajit, Donald McMillan, Joanne Edwards

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Correction: Expert-augmented automated machine learning optimizes hemodynamic predictors of spinal cord injury outcome. by Austin Chou, Abel Torres-Espin, Nikos Kyritsis, J Russell Huie, Sarah Khatry, Jeremy Funk, Jennifer Hay, Andrew Lofgreen, Rajiv Shah, Chandler McCann, Lisa U Pascual, Edilberto Amorim, Philip R Weinstein, Geoffrey T Manley, Sanjay S Dhall, Jonathan Z Pan, Jacqueline C Bresnahan, Michael S Beattie, William D Whetstone, Adam R Ferguson, TRACK-SCI Investigators

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Expert-augmented automated machine learning optimizes hemodynamic predictors of spinal cord injury outcome. by Austin Chou, Abel Torres-Espin, Nikos Kyritsis, J Russell Huie, Sarah Khatry, Jeremy Funk, Jennifer Hay, Andrew Lofgreen, Rajiv Shah, Chandler McCann, Lisa U Pascual, Edilberto Amorim, Philip R Weinstein, Geoffrey T Manley, Sanjay S Dhall, Jonathan Z Pan, Jacqueline C Bresnahan, Michael S Beattie, William D Whetstone, Adam R Ferguson, TRACK-SCI Investigators

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Single-cell AI-based detection and prognostic and predictive value of DNA mismatch repair deficiency in colorectal cancer by Marta Nowak, Faiz Jabbar, Ann-Katrin Rodewald, Luciana Gneo, Tijana Tomasevic, Andrea Harkin, Tim Iveson, Mark Saunders, Rachel Kerr, Karin Oein, Noori Maka, Jennifer Hay, Joanne Edwards, Ian Tomlinson, Owen Sansom, Caroline Kelly, Francesco Pezzella, David Kerr, Alistair Easton, Enric Domingo, Viktor H. Koelzer, David N. Church, Bengt Glimelius, Ismail Gogenur, Emma Jaeger, Hannah Morgan, Clare Orange, Claire Palles, Campbell Roxburgh

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Accounting for intensity variation in image analysis of large‐scale multiplexed clinical trial datasets by Anja L Frei, Anthony McGuigan, Ritik RAK Sinha, Mark A Glaire, Faiz Jabbar, Luciana Gneo, Tijana Tomasevic, Andrea Harkin, Tim J Iveson, Mark Saunders, Karin Oein, Noori Maka, Francesco Pezella, Leticia Campo, Jennifer Hay, Joanne Edwards, Owen J Sansom, Caroline Kelly, Ian Tomlinson, Wanja Kildal, Rachel S Kerr, David J Kerr, Håvard E Danielsen, Enric Domingo, TransSCOT Consortium, David N Church, Viktor H Koelzer

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JAK/STAT3 represents a therapeutic target for colorectal cancer patients with stromal-rich tumors by Kathryn A. F. Pennel, Phimmada Hatthakarnkul, Colin S. Wood, Guang-Yu Lian, Sara S. F. Al-Badran, Jean A. Quinn, Assya Legrini, Jitwadee Inthagard, Peter G. Alexander, Hester van Wyk, Ahmad Kurniawan, Umar Hashmi, Michael A. Gillespie, Megan Mills, Aula Ammar, Jennifer Hay, Ditte Andersen, Colin Nixon, Selma Rebus, David K. Chang, Caroline Kelly, Andrea Harkin, Janet Graham, David Church, Ian Tomlinson, Mark Saunders, Tim Iveson, Tamsin R. M. Lannagan, Rene Jackstadt, Noori Maka, Paul G. Horgan, Campbell S. D. Roxburgh, Owen J. Sansom, Donald C. McMillan, Colin W. Steele, Nigel B. Jamieson, James H. Park, Antonia K. Roseweir, Joanne Edwards

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