Abstract Aim The aim of this study was to assess the general and product‐specific experiences of MAHs use of RWD/RWE in medicines development and in their regulatory submissions, and to explore organizational aspects of MAHs related to RWD/RWE. Methods An electronic survey was conducted, and information collected directly from MAHs.
Sini M. Eskola +5 more
wiley +1 more source
Emotion meets coordination: Designing multi-agent LLMs for fine-grained user sentiment detection on social media. [PDF]
Dong H, Bao Z, Li M, Yang Z.
europepmc +1 more source
Aims We synthesized and analysed existing evidence on healthcare students' knowledge of antibiotic use and resistance to provide pooled global and regional estimates. Methods The PubMed®, Embase® and CINAHL databases were searched for studies published between January 2015 and October 2025 that reported the knowledge of antibiotic use and resistance ...
Asa Auta +8 more
wiley +1 more source
TEGAA: transformer-enhanced graph aspect analyzer with semantic contrastive learning for implicit aspect detection. [PDF]
Soni PK, Rambola R.
europepmc +1 more source
IGAR: Indonesian government applications review for sentiment analysis dataset. [PDF]
Isnan M, Pardamean B.
europepmc +1 more source
MADTRAS: Dataset for aspect-based sentiment analysis of movie reviews in Tamil. [PDF]
Arunmozhi M +3 more
europepmc +1 more source
Activism as education in and through the youth climate justice movement
Abstract Young people worldwide are increasingly participating in a global movement for climate justice, yet to date, little research has examined how youth climate justice activists conceive of and experience activism as education. The present study used in‐depth, semi‐structured interviews with 16 US climate justice activists (aged 15–17) to address ...
Carlie D. Trott
wiley +1 more source
Aspect-level multimodal sentiment analysis model based on multi-scale feature extraction. [PDF]
Miao B, Xu C.
europepmc +1 more source
AI voice journaling for future language teachers: A path to well‐being through reflective practices
Abstract This study aimed to explore the perceived impact of using an AI‐powered voice journaling app in overcoming the challenges and stressors encountered by senior students enrolled in teaching practicum at an English Language Teaching Bachelor's programme.
Bora Demir, Duygu Özdemir
wiley +1 more source
CLAS-Net: A study on cross-lingual intelligent sentiment analysis model fusing semantic alignment. [PDF]
Wang JQ.
europepmc +1 more source

