The validity of the selection methods for recruitment to UK core psychiatry training: cohort study by Paul A. Tiffin, Emma Morley, Lewis W. Paton, Nandini Chakraborty, Fiona Patterson

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Case studies of AI policy development in Africa by Kadijatou Diallo, Jonathan Smith, Chinasa T. Okolo, Dorcas Nyamwaya, Jonas Kgomo, Richard Ngamita

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The cover of randomness: validating implicit methods for the study of sensitive topics by Charles Efferson, Sonja Vogt

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An investigation into the critical ingredients of intensive support teams for adults with intellectual disabilities who display challenging behaviour by Lucretia Thomas, Brynmor Lloyd-Evans, Louise Marston, Angela Hassiotis

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A local review of section 17 leave forms in conjunction with the Mental Health Act Code of Practice: recommendations for future practice by Shayanthan Pathmanathan, Georgina Edgerley Harris, Giles Townsend

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Delayed recognition of mpox on an inpatient psychiatric unit: a case report and investigation by Waleed Malik, Simon Dosovitz, Jonathan Whitehouse, Nafisa Reza, Sharmin Khan, Justin Chan

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Hyperbolic Metric Spaces and Stochastic Embeddings by Chris Gartland

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Building occupancy type classification and uncertainty estimation using machine learning and open data by Tom Narock, J. Michael Johnson, Justin Singh-Mohudpur, Arash Modaresi Rad

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Simulation of global sea surface temperature maps using Pix2Pix GAN by Deepayan Chakraborty, Adway Mitra

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Outcomes in children with vesicoureteral reflux receiving antibiotic prophylaxis by Madeline G Tompkins, Michelle Kussin, John C Christenson, LaKeisha Boyd, Kiet Tat, Jack G Schneider, Rachel T Han

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A conceptual framework for designing human-centered building-occupant interactions to enhance user experience in specific-purpose buildings by N. Roofigari-Esfahan, E. Morshedzadeh

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Reflections on the relevance of updated, standardised, and reliable data on sexual and gender-based violence for research and policymaking for eradication, response, and prevention... by Zinnya del Villar, Anna Spinardi, Ivette Yáñez, Alina Sotolongo, Ana Deborah Lana, Berenice Fernandez Nieto, Yara Antoniassi, Ricardo Fuentes-Nieva, Emmanuel Letouzé

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Electronic tools to improve procalcitonin utilization by Julia A. Hisey, Grace K. Mahowald, Nicole V. Tolan, Phillip Kang, Ramy H. Elshaboury, Anand S. Dighe, Kent B. Lewandrowski, Christiana A. Demetriou, Stacy E.F. Melanson, Alyssa R. Letourneau

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Anxiety and depression screening reveals the importance of advancing mental health support for Haitian healthcare providers by Youri Encelotti Louis, Brooke Betson, Samy Auguste

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The process and perspective of serious incident investigations in adult community mental health services: integrative review and synthesis by Helen Haylor, Tony Sparkes, Gerry Armitage, Melanie Dawson-Jones, Keith Double, Lisa Edwards

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Building a diverse national research advisory board by Gayle Valensky, Jeff B. Pawelek, Lauren Serpico, David Rodriguez, Maribel Pieters, Yulissa Perez, Julia Moore Vogel

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A characterisation of higher torsion classes by Jenny August, Johanne Haugland, Karin M. Jacobsen, Sondre Kvamme, Yann Palu, Hipolito Treffinger

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