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Can large language models fully automate or partially assist paper selection in systematic reviews?
Br J Ophthalmol
January 2025
Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
Background/aims: Large language models (LLMs) have substantial potential to enhance the efficiency of academic research. The accuracy and performance of LLMs in a systematic review, a core part of evidence building, has yet to be studied in detail.
Methods: We introduced two LLM-based approaches of systematic review: an LLM-enabled fully automated approach (LLM-FA) utilising three different GPT-4 plugins (Consensus GPT, Scholar GPT and GPT web browsing modes) and an LLM-facilitated semi-automated approach (LLM-SA) using GPT4's Application Programming Interface (API).
Maternal HIV retesting during antenatal care in selected health facilities in Mayuge district, Uganda: A cross-sectional study.
PLOS Glob Public Health
January 2025
Department of Disease Control and Environmental Health, School of Public Health, College of Health Sciences, Makerere University, Kampala, Uganda.
Vertical transmission of HIV continues to be a key contributor to pediatric HIV infections globally. Routine HIV testing at each antenatal care (ANC) visit can reduce the likelihood of such infections. However, a sub-optimal number of women are re-tested for HIV on their subsequent ANC visits.
View Article and Find Full Text PDFPharmacovigilance Pregnancy Data in a Population of Japanese Patients With Chronic Inflammatory Disease Exposed to Certolizumab Pegol.
Int J Rheum Dis
January 2025
Japan Drug Information Institute in Pregnancy, National Center for Child Health and Development, Tokyo, Japan.
Aim: Uncontrolled chronic inflammatory diseases (CIDs) before, during, and after pregnancy, as well as some CID medications, can increase the risk of impaired fertility in addition to adverse maternal/pregnancy outcomes in women of childbearing age. We report pregnancy outcomes from prospectively reported pregnancies in Japanese women treated with certolizumab pegol (CZP).
Methods: Data from July 2001 to November 2020 on CZP-exposed pregnancies from the CZP Pharmacovigilance safety database were reviewed.
Strategies to Minimize Virus Transmission During Anesthesia Procedures in COVID-19 Patients.
Anesth Crit Care
October 2024
Department of Translational Research, College of Osteopathic Medicine of the Pacific, Western University of Health Sciences, Pomona CA 91766, USA.
Anesthesiologists and the critical care team may be at increased risk of contracting severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2, COVID-19) due to airway manipulations and intubations performed during anesthesia administration and management of patient undergoing surgery. SARS-CoV-2 infections have been reported among healthcare workers. The virus is transmitted by close personal contact and aerosols.
View Article and Find Full Text PDFIntegrating Infant Safe Sleep and Breastfeeding Education Into an App in a Novel Approach to Reaching High-Risk Populations: Prospective Observational Study.
JMIR Pediatr Parent
January 2025
School of Medicine, University of Pittsburgh, Pittsburgh, PA, United States.
Background: Sudden unexpected infant death (SUID) is a leading cause of death for US infants, and nonrecommended sleep practices are reported in most of these deaths. SUID rates have not declined over the past 20 years despite significant educational efforts. Integration of prenatal safe sleep and breastfeeding education into a pregnancy app may be one approach to engaging pregnant individuals in education about infant care practices prior to childbirth.
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