Interpreting machine learning models based on SHAP values in predicting suspended sediment concentration by Houda Lamane, Latifa Mouhir, Rachid Moussadek, Bouamar Baghdad, Ozgur Kisi, Ali El Bilali

“…ML approaches illustrated the good reliability and transparency of the models developed for predicting SSC in a semi-arid setting, offered new perspectives for reducing ML models' “black box” character, and provided a useful source of information for assessing the consequences of SSC on water quality. …”
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Randomized phase II study of the Bruton tyrosine kinase inhibitor acalabrutinib, alone or with pembrolizumab in patients with advanced pancreatic cancer by Al B Benson, Anirban Maitra, Milind Javle, Michael Overman, Richard E Davis, Pankaj Vats, Chandan Kumar-Sinha, Lianchun Xiao, Niharika B Mettu, Edwin R Parra, Charles D Lopez, Veerendra Munugalavadla, Priti Patel, Lin Tao, Sattva Neelapu

“…Background The immunosuppressive desmoplastic stroma of pancreatic cancer represents a major hurdle to developing an effective immune response. Preclinical studies in pancreatic cancer have demonstrated promising anti-tumor activity with Bruton tyrosine kinase (BTK) inhibition combined with programmed cell death receptor-1 (PD-1) blockade.Methods This was a phase II, multicenter, open-label, randomized (1:1) clinical trial evaluating the BTK inhibitor acalabrutinib, alone (monotherapy) or in combination with the anti-PD-1 antibody pembrolizumab (combination therapy). …”
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A Cooling Atlas for preserving fruit and vegetables in low- and middle-income countries by Thijs Defraeye, Jakub Vrba, Josianne Cloutier, Chris Beland, Daniel Onwude, Fatima Pereira da Silva, Leo Blyth

“…Key factors here are cost, ease of installation, potential for scalability and adaptability, operation and maintenance, energy supply, energy use and storage, cooling process, cooling performance, suitability for food types, market accessibility, demand, and suitability for adoption by potential producers.The Cooling Atlas aims to provide evidence for decision-makers and program implementers to make informed investment and implementation decisions. …”
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Early rehabilitation challenges of surgical patients with COVID-19 infection - a single-arm study by Simić-Panić Dušica, Bošković Ksenija, Pantelinac Slobodan, Knežević Aleksandar, Jovićević Predrag, Kozios Apostolos, Janjić Nataša, Nikolić Nikola, Vojnović Larisa, Tomašević-Todorović Snežana

“…The rehabilitation program was planned for each patient according to the type of surgical treatment, age, clinical presentation and severity of the COVID-19, length of immobilization, and comorbidities. …”
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Unveiling B7/CD28 family proteins in hepatocellular carcinoma: insights into communication and prognostic significance by Yan Cai, Xiaodi Liu, Xiaodi Liu, Tao He, Yangming Xu, Shuxian Chen, Xianliang Tan, Shouchao Wei, Zimeng Wu, Liying Xiao, Baoming Luo, Baoming Luo

“…Within the Cancer Genome Atlas dataset, we utilized Lasso and Cox regression analyses to develop a risk model for identifying the most pertinent B7/CD28 family proteins associated with prognosis. …”
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Evaluation of the Effects of Postsleeve Gastrectomy Exercise on Long‐Term Glucose Profile and Weight Loss Among Iranian Females: A Prospective Cohort Study From 2016 to 2020 by Mohammad Tayefeh Norooz, Seyed Amir Ahmad Safavi‐Naini, Parnian Jamshidi, Alireza Sadeghi, Mastaneh Rajabian Tabesh, Maryam Abolhasani, Maryam Abbasi, Nasser Malekpour Alamdari, Nathan A. Berger

“…Statistical analysis was performed using paired t‐tests and linear regression in the R programming language. Results The study comprised 246 female participants with a mean age of 46.93 ± 8.07 years, drawn from an initial cohort of 249 individuals. …”
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“HEAL together”: a randomized, hybrid type 1 effectiveness-implementation trial protocol of a peer-delivered behavioral activation intervention to improve methadone treatment reten... by Jessica F. Magidson, Jessica F. Magidson, Valerie D. Bradley, Jessica S. Anane, Mary B. Kleinman, Julia W. Felton, Abigail C. Hines, Rithika Baskar, Aaron D. Greenblatt, Dwayne Dean, Morgan S. Anvari, Heather Fitzsimons, Melanie E. Bennett, Annabelle M. Belcher

“…Peer recovery specialists (PRSs) may play an important role in OUD treatment retention, yet few evidence-based interventions to support OUD retention have been developed specifically for PRS delivery. Behavioral activation is a brief, reinforcement-based intervention with empirical support for improving depression and substance use outcomes, delivered typically by specialist mental health providers. …”
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Mandela Yoga: a community case study for a post-incarceration reentry service for men of color in recovery by Richa Gawande, Richa Gawande, Felipe Kalatauma Rosario, Carlos Santiago, Jeffrey Thomas, Jeffrey Thomas, Julia Naganuma-Carreras, Tori Blot, Keyona Aviles, Paula Gardiner, Paula Gardiner, Zev Schuman-Olivier, Zev Schuman-Olivier

“…Mandela Yoga was co-developed by Black and Brown yoga teachers, therapists, and community leaders with lived experienced of recovery, incarceration, chronic illness, and racism. …”
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Management and impact of obesity in Canada: A real-world survey of people with obesity and their physicians by Jennifer Glass, Sophie Carter, Esther Artime, Victoria Higgins, Lewis Harrison, Andrea Leith, David CW. Lau, Ian Patton, Jennifer L. Kuk

“…Consulting PwO were required to be on a weight management program and/or have a current body mass index of ≥30 kg/m2. …”
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Pharmacogenomic Study of SARS-CoV-2 Treatments: Identifying Polymorphisms Associated with Treatment Response in COVID-19 Patients by Alexandre Serra-Llovich, Natalia Cullell, Olalla Maroñas, María José Herrero, Raquel Cruz, Berta Almoguera, Carmen Ayuso, Rosario López-Rodríguez, Elena Domínguez-Garrido, Rocio Ortiz-Lopez, María Barreda-Sánchez, Marta Corton, David Dalmau, Esther Calbo, Lucía Boix-Palop, Beatriz Dietl, Anna Sangil, Almudena Gil-Rodriguez, Encarna Guillén-Navarro, Esther Mancebo, Saúl Lira-Albarrán, Pablo Minguez, Estela Paz-Artal, Gladys G. Olivera, Sheila Recarey-Rama, Luis Sendra, Enrique G. Zucchet, Miguel López de Heredia, Carlos Flores, José A. Riancho, Augusto Rojas-Martinez, Pablo Lapunzina, Ángel Carracedo, María J. Arranz, SCOURGE COHORT GROUP

“…Enrichment analyses revealed overrepresentation of genes involved in the innate immune system, drug ADME, viral infection, and the programmed cell death pathways associated with the response phenotypes. …”
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Pragmatic Comparative Effectiveness Trials in Rheumatoid Arthritis-Associated Interstitial Lung DiseaseTake-Home Points by Angela Kaczorowski-Worthley, BSN, Dinesh Pal Mudaranthakam, PhD, MBA, MS, Janell Reichuber, APRN, Chris Streiler, MD, Sahil Pandya, MD, Ryan Boente, MD, Susan K. Mathai, MD, Ayodeji Adegunsoye, MD, Jeff Swigris, DO, MS, Elizabeth R. Volkmann, MD, MS, Joshua J. Solomon, MD, Bryant R. England, MD, PhD, Scott M. Matson, MD

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Synthesis, biological investigation, and in silico studies of 2-aminothiazole sulfonamide derivatives as potential antioxidants by Apilak Worachartcheewan, Ratchanok Pingaew, Veda Prachayasittikul, Setthawut Apiraksattayakul, Supaluk Prachayasittikul, Somsak Ruchirawat, Virapong Prachayasittikul

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Implementing a Holistic Review Toolkit for Faculty Recruitment and Retention by Toi Blakley Harris, Michelle Shader, Patrick O. Smith, Amelia Challender, Cleveland Piggott, Norma I. Poll, Ryan Henyard, Jeffrey M. Lyness, Erik D. Malmberg, Eva K. Pressman, Alicia D. Monroe, Negar N. Jacobs

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Risks of postmetachronous malignancies in patients with Hodgkin lymphoma after radio- and chemotherapy by A. A. Danilenko, S. V. Shakhtarina, V. V. Pavlov

“…Patients with HL are at higher risk of developing malignant neoplasms, compared with general population. …”
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Design and Optimization of a Compliant Morphing Trailing Edge for High-Lift Generation by Salvatore Ameduri, Bernardino Galasso, Maria Chiara Noviello, Ignazio Dimino, Antonio Concilio, Pietro Catalano, Francesco Antonio D’Aniello, Giovanni Marco Carossa, Laurent Pinazo, John Derry, Britney Biju, Shruthi Shreedharan

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Global variation in the assessment of psychological trauma in pregnancy by Kathryn Wall, Francesca Penner, Lindsey Wallace Goldman, Jin Young Shin, Eloise Novak, Amanda Lowell, Michèle Day, Lea Papa, Drew Wright, Soudabeh Givrad, Helena J. V. Rutherford

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Understanding and addressing changing administrative workload in primary care in Canada: protocol for a mixed-method study by Agnes Grudniewicz, M Ruth Lavergne, Emily Gard Marshall, Lindsay Hedden, Madeleine McKay, Ruth Martin-Misener, Myles Leslie, Richard Buote, Catherine Moravac, Fiona Bergin, Julie Easley, Melanie Mooney, Erin Palmer, Joshua Tracey

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Automated Caries Detection Under Dental Restorations and Braces Using Deep Learning by Yi-Cheng Mao, Yuan-Jin Lin, Jen-Peng Hu, Zi-Yu Liu, Shih-Lun Chen, Chiung-An Chen, Tsung-Yi Chen, Kuo-Chen Li, Liang-Hung Wang, Wei-Chen Tu, Patricia Angela R. Abu

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Prevention and management of cytomegalovirus infection and disease in kidney transplant: A consensus statement of the Transplantation Society of Taiwan by Mu-Chi Chung, Cheng-Hsu Chen, Shen-Shin Chang, Chih-Yuan Lee, Ya-Chung Tian, Mei-Yi Wu, Hsu-Han Wang, Chia-Cheng Yu, Teng-Wei Chen, Chien-Chang Kao, Chih-Yang Hsu, Yang-Jen Chiang, Ming-Ju Wu, Yen-Ta Chen, Mai-Szu Wu

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Adaptative Divergence of <i>Cryptococcus neoformans</i>: Phenetic and Metabolomic Profiles Reveal Distinct Pathways of Virulence and Resistance in Clinical vs. Environmental Isolat... by Camila Botelho Miguel, Geovana Pina Vilela, Lara Mamede Almeida, Mariane Andrade Moreira, Glicélia Pereira Silva, Jamil Miguel-Neto, Melissa Carvalho Martins-de-Abreu, Ferdinando Agostinho, Javier Emilio Lazo-Chica, Mariana Santos Cardoso, Siomar de Castro Soares, Aristóteles Góes-Neto, Wellington Francisco Rodrigues

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