V, U. and N.R, R. 2025. Enhancing Diabetes Diagnosis with Confidence-Calibrated Adaptive Weighting and Multi-Model Ensemble Framework. International Research Journal of Multidisciplinary Technovation. 7, 4 (Jul. 2025), 211–227. DOI:https://doi.org/10.54392/irjmt25415.