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AI Predictive Model of Mortality and Intensive Care Unit Admission in the COVID-19 Pandemic: Retrospective Population Cohort Study of 12,000 Patients

Jose Manuel Ruiz Giardin, Óscar Garnica, Nieves Mesa Plaza, Juan Víctor SanMartín López, Ana Farfán Sedano, Elena Madroñal Cerezo, Miguel Ángel Duarte Millán, Aida Izquierdo Martínez, Luis Rivas, Marta Rivilla, Alejandro Morales Ortega, Begoña Frutos Pérez, Cristina De Ancos Aracil, Ruth Calderón, Guillermo Soria Fernandez, Jorge Marrero Francés, David Bernal Bello, Jose Ángel Satué Bartolomé, María Toledano Macías, Sara Piedrabuena García, Marta Guerrero Santillán, Rafael Cristóbal, Belen Mora, Laura Velázquez Ríos, Vanesa García de Viedma, Paula Cuenca Ruiz, Ibone Ayala Larrañaga, Lorena Carpintero, Celia Lara, Alvaro Ricardo Llerena, Virginia García Bermúdez, Gema Delgado Cárdenas, Paloma Pardo Rovira, Elena Tejero Sánchez, Maria Jesús Domínguez García, Carolina Mariño, Cristina Bravo, Ana Ontañon, Mario García, Jose Ignacio Hidalgo Pérez, Santiago Prieto Menchero, Natalia González Pereira, Sonia Gonzalo Pascua, Jorge Tarancón Rey, Luis Antonio Lechuga Suárez, FUENCOVID

J Med Internet Res 2025;27:e70674

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Intention to Use Pre-Exposure Prophylaxis Among Age Groups of Brazilian Men Who Have Sex With Men: National Cross-Sectional Study

Alvaro Francisco Lopes de Sousa, Caique Jordan Nunes Ribeiro, Guilherme Reis de Santana Santos, Emerson Lucas Silva Camargo, Herica Emilia Félix de Carvalho, Guilherme Schneider, Leticia Genova Vieira, Liliane Moretti Carneiro, Ana Paula Morais Fernandes, Talita Morais Fernandes, Márcio Bezerra-Santos, Rita de Cassia Dias Nascimento, Lucas Almeida Andrade, Anderson Reis de Sousa, Inês Fronteira, Isabel Amélia Costa Mendes

JMIR Public Health Surveill 2025;11:e58405

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Clinical Prediction Models Incorporating Blood Test Trend for Cancer Detection: Systematic Review, Meta-Analysis, and Critical Appraisal

Pradeep S Virdee, Kiana K Collins, Claire Friedemann Smith, Xin Yang, Sufen Zhu, Nia Roberts, Jason L Oke, Clare Bankhead, Rafael Perera, FD Richard Hobbs, Brian D Nicholson

JMIR Cancer 2025;11:e70275

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Patients’ Perceptions of Artificial Intelligence Acceptance, Challenges, and Use in Medical Care: Qualitative Study

Jana Gundlack, Carolin Thiel, Sarah Negash, Charlotte Buch, Timo Apfelbacher, Kathleen Denny, Jan Christoph, Rafael Mikolajczyk, Susanne Unverzagt, Thomas Frese

J Med Internet Res 2025;27:e70487

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Co-Designing an Antiracist Dental Health System: Protocol for an Aboriginal and Torres Strait Islander–Led Mixed Methods Study

Brianna Poirier, Joanne Hedges, Dandara Haag, Yin Paradies, Tamara Mackean, João Bastos, Catherine Leane, Gustavo Soares, Sneha Sethi, Jessica Manuela, Pedro Santiago, Kelli Owen, Natalie Bauer, Jodie Milne, Ashleigh Smith, Kelly Smith, Priscilla Larkins, Madison Cachagee, Vaibhav Garg, Latisha Sykora, Nicolas Reid, Michael Larkin, Jayde Fuller, Lisa Jamieson

JMIR Res Protoc 2025;14:e69012

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Associations Among Diet, Health, Lifestyle, and Gut Microbiota Composition in the General French Population: Protocol for the Le French Gut – Le Microbiote Français Study

Chloe Connan, Sébastien Fromentin, Mourad Benallaoua, Anne-Sophie Alvarez, Nicolas Pons, Benoît Quinquis, Christian Morabito, Julie-Anne Nazare, Elise Borezée-Durant, Le French Gut Consortium, Florence Haimet, Stanislav Dusko Ehrlich, Karine Valeille, Alexandre Cavezza, Hervé Blottière, Patrick Veiga, Mathieu Almeida, Joël Doré, Robert Benamouzig

JMIR Res Protoc 2025;14:e64894

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Evolution of Learning Styles in Surgery Comparing Residents and Teachers: Cross-Sectional Study

Gabriela Gouvea Silva, Carlos Dario da Silva Costa, Bruno Cardoso Gonçalves, Luiz Vianney Saldanha Cidrão Nunes, Emerson Roberto dos Santos, Natalia Almeida de Arnaldo Rodriguez Castro, Alba Regina de Abreu Lima, Vânia Maria Sabadoto Brienze, Antônio Hélio Oliani, Júlio César André

JMIR Med Educ 2025;11:e64767

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Telehealth Initiative to Enhance Primary Care Access in Brazil (UBS+Digital Project): Multicenter Prospective Study

Celina de Almeida Lamas, Patrícia Gabriela Santana Alves, Luciano Nader de Araújo, Ana Beatriz de Souza Paes, Ana Claudia Cielo, Luciana Maciel de Almeida Lopes, André Longo Araújo de Melo, Thais Yokoyama, Clarice Pagani Savastano, Paula Gobi Scudeller, Carlos Carvalho, Digital Primary Health Unit HCFMUSP Study Group

J Med Internet Res 2025;27:e68434

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Mapping the Evidence on Compassion Skills in Applied Behavior Analysis: Protocol for Scoping Review

Daniele Nunes Longhi Aleixo, Daiton Junior Martins de Souza, Stela Regina Pedroso Vilela Torres de Carvalho, Marcia Regina Furlani, Cíntia Canato Martins, Emerson Roberto dos Santos, João Daniel de Souza Menezes, Matheus Querino da Silva, Sônia Maria Maciel Lopes, Marcos Sanches Rodrigues, Natalia Almeida de Arnaldo Silva Rodriguez Castro, Helena Landim Gonçalves Cristóvão, Josimerci Ittavo Lamana Faria, Vânia Maria Sabadoto Brienze, Alba Regina de Abreu Lima, Patrícia da Silva Fucuta, Denise Cristina Móz Vaz Oliani, Neide Aparecida Micelli Domingos, Maria Cristina Oliveira Santos Miyazaki, Gerardo Maria de Araújo Filho, Júlio César André

JMIR Res Protoc 2025;14:e66399

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Health Care Professionals' Engagement With Digital Mental Health Interventions in the United Kingdom and China: Mixed Methods Study on Engagement Factors and Design Implications

Zheyuan Zhang, Sijin Sun, Laura Moradbakhti, Andrew Hall, Celine Mougenot, Juan Chen, Rafael A Calvo

JMIR Ment Health 2025;12:e67190

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