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Weekly Text Messages to Support Adherence to Oral Pre-Exposure Prophylaxis (PrEP) Among Gay, Bisexual, and Other Cisgender Men Who Have Sex With Men (MSM) and Transgender Women: Pilot Randomized Controlled Trial Nested in PrEP Brasil Study

Weekly Text Messages to Support Adherence to Oral Pre-Exposure Prophylaxis (PrEP) Among Gay, Bisexual, and Other Cisgender Men Who Have Sex With Men (MSM) and Transgender Women: Pilot Randomized Controlled Trial Nested in PrEP Brasil Study

Recently, HIV prevalence was estimated at 10% in a respondent-driven sampling–based study among young MSM aged 18‐24 years in Rio de Janeiro, Brazil [6]. The safety and efficacy of oral pre-exposure prophylaxis (Pr EP) with emtricitabine plus tenofovir disoproxil fumarate in reducing the risk of HIV acquisition [7-10] and the relationship between Pr EP adherence and protective efficacy have been well demonstrated [11-13].

Luana Monteiro Spindola Marins, Thiago Silva Torres, Ronaldo Ismerio Moreira, Iuri Costa Leite, Marcelo Cunha, Brenda Hoagland, Lucilene Araujo Freitas, Debora Castanheira, Carolina Coutinho, Emilia Moreira Jalil, Mayara Secco Torres Silva, Jose Valdez Madruga, Beatriz Grinsztejn, Valdilea Gonçalves Veloso

J Med Internet Res 2025;27:e72360

Multicriteria Optimization of Language Models for Heart Failure With Preserved Ejection Fraction Symptom Detection in Spanish Electronic Health Records: Comparative Modeling Study

Multicriteria Optimization of Language Models for Heart Failure With Preserved Ejection Fraction Symptom Detection in Spanish Electronic Health Records: Comparative Modeling Study

Excerpt from the annotation guide with some of the expressions used to label the dataset (English translation is included to facilitate reading). a ICC: insuficiencia cardiaca congestiva. b FEVI: fracción de eyección del ventrículo izquierdo. c IC: insuficiencia cardiaca. d FE: fracción de eyección. e CF: clase funcional. f EAP: edema agudo pulmonar. g NYHA: New York Heart Association. h CHF: congestive heart failure. i LVEF: left ventricular ejection fraction. j HF: heart failure. k EF: ejection fraction. l APE: acute

Jacinto Mata, Victoria Pachón, Ana Manovel, Manuel J Maña, Manuel de la Villa

J Med Internet Res 2025;27:e76433