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Enhancing semantical text understanding with fine-tuned large language models: A case study on Quora Question Pair duplicate identification.
PLoS One
January 2025
Department of Biomedical and Health Informatics, Tsui Laboratory, Children's Hospital of Philadelphia, Philadelphia, PA, United States of America.
Semantical text understanding holds significant importance in natural language processing (NLP). Numerous datasets, such as Quora Question Pairs (QQP), have been devised for this purpose. In our previous study, we developed a Siamese Convolutional Neural Network (S-CNN) that achieved an F1 score of 82.
View Article and Find Full Text PDFGLP-1 and Body Weight: A Scientometric Analysis About How to Select the Best Articles Containing Pharmacological Treatment Methods.
Am J Ther
January 2025
Basic, Preventive and Clinical Sciences Department, Transilvania University, Brasov, Romania.
Background: Medications initially intended for diabetes treatment are now being used by other patients for weight loss. In the specialized literature, there are numerous meta-analyses investigating this aspect.
Areas Of Uncertainty: The authors aimed to explore whether the application of scientometric methods for literature review within meta-analyses could provide clear answers to specific research questions.
Systematic review of guidelines for care of intersex people in the emergency department.
CJEM
January 2025
Dalla Lana School of Public Health, University of Toronto, Scarborough Health Network Research Institute, Toronto, ON, Canada.
Purpose: Intersex people make up 1.7-4% of the population of North America. A recent scoping review of emergency department (ED) relevant literature for the care of sexual and gender minorities found almost no representation of this population.
View Article and Find Full Text PDFDevelopment of a brief screening measure of unmet supportive care needs (SCNS-P&C-6) in caregivers of people with high-grade glioma.
J Patient Rep Outcomes
January 2025
Psycho-Oncology Cooperative Research Group, School of Psychology, Faculty of Science, The University of Sydney, Camperdown, NSW, 2006, Australia.
Purpose: Informal caregivers of people with high grade glioma (HGG) often have high levels of unmet support needs. Routine screening for unmet needs can facilitate appropriate and timely access to supportive care. We aimed to develop a brief screening tool for HGG caregiver unmet needs, based on the Supportive Care Needs Survey-Partners & Caregivers (SCNS-P&C).
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