Visualizing Uncertainty in AI-Assisted Canine Acute-Pain Assessment: Dog-Grouped Risk Modeling and Information-Equivalent Interface Prototypes. IJGD. 2025;3(1):196-217. doi:10.51903/ijgd.v3i1.4272