The therapeutic status of drug administration in phase 2 cancer trials is ambiguous, as these studies test efficacy without strong evidence of clinical benefit. Nonetheless, patients face meaningful risks. This review compared efficacy and safety of monotherapy drugs in phase 2 and phase 3 trials across six cancer types.
Charlotte Ouimet +2 more
wiley +1 more source
A mixed-corpus scientometric dataset of precision livestock farming publications and patents, 2006-2025. [PDF]
Akinyemi BE, Siegford JM.
europepmc +1 more source
The proposed model takes an imbalanced English dataset as input and balances it by Generating Synthetic Tweets (GST) using GPT‐based paraphrasing. These new tweets are then annotated with one of 10 categorical labels representing their primary meaning, using another large language model like GPT.
Hossein Nekkouei Nasrabadi +1 more
wiley +1 more source
An address-based geospatial linkage workflow for assigning New Zealand Index of Deprivation measures across census years, 1991-2023. [PDF]
Januszewski AS +3 more
europepmc +1 more source
ABSTRACT Background and Aims Interactions with natural environments are associated with benefits for health and wellbeing, yet it remains unclear whether different types of nature spaces confer distinct benefits. The present study investigated (i) whether visits to blue spaces, such as rivers, lakes, canals and coasts, are associated with greater ...
Michael A. Smith +2 more
wiley +1 more source
Verified Research Productivity Among Matched Orthopaedic Surgery Residency Applicants: Establishing a National Baseline and Comprehensive Analysis. [PDF]
Bozocea A +8 more
europepmc +1 more source
From SAM 1 to SAM 3: Benchmarking Zero‐Shot Cross‐Domain Medical Image Segmentation
ABSTRACT Segmentation models have demonstrated significant potential in medical image segmentation. However, there is currently a lack of systematic, cross‐generation comparative evaluations to assess whether the iterations from SAM1 to SAM 3 can effectively enhance the clinical applicability of zero‐shot segmentation. To address this issue, this paper
Shujun Lv +5 more
wiley +1 more source
STInt: An integrated dataset covering science, technology and industry information in the pharmaceutical field. [PDF]
Xu S, Liu Z, An X.
europepmc +1 more source
Large scale retrieval for the LinkedIn feed using causal language models
Abstract In large‐scale recommendation systems like LinkedIn's, the retrieval stage is critical for narrowing billions of potential candidates to a manageable subset for ranking. LinkedIn's feed now serves suggested content based on the topical interests of members, where 2000 candidates are retrieved from several million candidates with a latency ...
Sudarshan Srinivasa Ramanujam +23 more
wiley +1 more source
C-PRISM: Complexity-informed profile for research impact and scholarly merit. [PDF]
Raina SK, Kumar R, Kaushal K.
europepmc +1 more source

