Video-based technologies have become essential tools for information retrieval and understanding complex concepts. Videos combine visual, temporal, and contextual data, providing a multimodal representation that surpasses static images and text. With the increasing popularity of video-sharing platforms and the vast repository of educational and informational videos available online, leveraging videos as knowledge sources offers unprecedented… →
LLMs excel in code generation but struggle with complex programming tasks requiring deep algorithmic reasoning and intricate logic. Traditional outcome supervision approaches, which guide final output quality models, are limited in addressing these challenges. Process supervision using Process Reward Models (PRMs) has shown promise by focusing on reasoning steps, but it demands extensive annotated data… →
CONCLUSION: Despite the small sample size, the data suggests a clinical benefit from starting with a potent TCS rather than a mild TCS when a flare-up of AD is moderate. →
INTRODUCTION: Adaptive ChemoTherapy for Ovarian cancer (ACTOv) is a phase II, multicentre, randomised controlled trial, evaluating an adaptive therapy (AT) regimen with carboplatin in women with relapsed, platinum-sensitive high-grade serous or high-grade endometrioid cancer of the ovary, fallopian tube and peritoneum whose disease has progressed at least 6 months after day 1 of the last… →
CONCLUSIONS: Results suggest that intervention may be cost-saving and health-increasing; however, findings are uncertain and subject to limitations. Further research should aim to reduce the uncertainty in the findings (eg, with larger sample sizes) and explore potential longer-term economic benefits associated with MCT in this setting. →
INTRODUCTION: Ischaemic heart disease is the single most common cause of death worldwide. Traditionally, distinguishing patients with cardiac ischaemia from patients with less alarming disease, in prehospital triage of chest pain, is challenging for both general practitioners and ambulance paramedics. Less than 20% of patients with chest pain, transferred to the emergency department (ED), have… →
INTRODUCTION: A diagnosis of melanoma in situ presents negligible risk to a person’s lifespan or physical well-being, but existing terminology makes it difficult for patients to distinguish these from higher risk invasive melanomas. This study aims to explore whether using an alternative label for melanoma in situ may influence patients’ management choices and anxiety levels. →
INTRODUCTION: Cortisol is an essential stress hormone and failure of its production, known as adrenal insufficiency (AI), is associated with significant mortality due to adrenal crisis. The Short Synacthen Test (SST) is the current diagnostic test of choice for AI, but it is both invasive and resource intensive. Globally, there is an unmet need for… →
INTRODUCTION: The megalencephaly capillary malformation polymicrogyria (MCAP syndrome) results from mosaic gain-of-function PIK3CA variants. The main clinical features are macrocephaly, somatic overgrowth, neurodevelopmental delay and brain anomalies. Alpelisib (Vijoice) is a recently FDA-approved PI3Kα-specific inhibitor for patients with PIK3CA-related overgrowth spectrum (PROS). During its development, in patients with the MCAP subgroup of PROS, there was… →