Evaluating Scaffolding-Oriented Multi-Agent Large Language Model System for Clinical Interview Training

arXiv:2609.10939 · cs.MA, cs.AI, cs.HC · Submitted 2026-09-10 · Read on arXiv

cs.MA, cs.AI, cs.HC

Submitted: 2026-09-10

Updated: 2026-09-10

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Scaffolding — 3× in this paper · explained in 3 episodes
• Large Language Model — 2× in this paper
• Accuracy — 1× in this paper · explained in 1 episode
• Large Language Model (LLM) — 1× in this paper · explained in 3 episodes
• Objective Structured Clinical Examination — 1× in this paper

Related papers

• Highway Congestion Reduction through Reinforcement Learning Based Eulerian Headway Control
• You Only Align Once: Propagating Cooperative Behaviors in Multi-Agent Systems through Seed Agents
• Deny Without Disabling: Authorization-Paired Evaluation and Control for Multi-Agent Systems
• MA-SAPO: Multi-Agent Reasoning for Score-Aware Prompt Optimization
• PeroMAS: A Multi-agent System of Perovskite Material Discovery
• StitchCUDA: An Automated Multi-Agents End-to-End GPU Programing Framework with Rubric-based Agentic Reinforcement Learning