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Prompt Framework for Extracting Scale-Related Knowledge Entities from Chinese Medical Literature: Development and Evaluation Study

Prompt Framework for Extracting Scale-Related Knowledge Entities from Chinese Medical Literature: Development and Evaluation Study

To improve the performance of LLMs in information extraction tasks, researchers have explored techniques such as demonstration retrieval within the ICL paradigm [25]. In this approach, relevant examples are dynamically selected from a pool of annotated data based on their similarity to the input text, addressing the issue of sample representativeness [26].

Jie Hao, Zhenli Chen, Qinglong Peng, Liang Zhao, Wanqing Zhao, Shan Cong, Junlian Li, Jiao Li, Qing Qian, Haixia Sun

J Med Internet Res 2025;27:e67033

Visual “Scrollytelling”: Mapping Aquatic Selfie-Related Incidents in Australia

Visual “Scrollytelling”: Mapping Aquatic Selfie-Related Incidents in Australia

Medical responses and retrieval of persons, often in challenging terrain, burdens emergency medicine practitioners. To help prevent this issue, this study aimed to visualize selfie-related incidents globally by initially creating a scrollable visual story overlayed on a satellite map of the incidents in Australia. This type of visual storytelling technique using a world map helps illustrate the spatial context of this public health issue.

Samuel Cornell, Amy E Peden

Interact J Med Res 2024;13:e53067

When People With Chronic Conditions Turn to Peers on Social Media to Obtain and Share Information: Systematic Review of the Implications for Relationships With Health Care Professionals

When People With Chronic Conditions Turn to Peers on Social Media to Obtain and Share Information: Systematic Review of the Implications for Relationships With Health Care Professionals

The retrieval of health information on the web and social media can potentially empower patients and enhance their collaboration with HCPs if the information is actively discussed [12,14]. However, it can also lead to potential conflicts if HCPs disapprove of accessing health information on the web and social media or perceive the information as a threat to their professional authority [12-14].

Emilie Mølholm Kjærulff, Tue Helms Andersen, Natasja Kingod, Mette Andersen Nexø

J Med Internet Res 2023;25:e41156