Author

Tamara Wit

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Preprint Jul 2026

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability

LLM4SDM is the first study of open-source smaller language models (OS-sLLMs) for automated assessment of shared decision making (SDM) using the Observer OPTION12 framework and introduces a Judge-LLM consensus framework designed to support disagreement resolution among multiple models.

Tamara Wit, Lifeng Han, C. Heipon et al. · 1 citation