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cs.AI2026
TrialCalibre: A Fully Automated Causal Engine for RCT Benchmarking and Observational Trial Calibration
Amir Habibdoust, Xing Song
Real-world evidence (RWE) studies that emulate target trials increasingly inform regulatory and clinical decisions, yet residual, hard-to-quantify biases still limit their credibil…
cs.AI2025
Causal MAS: A Survey of Large Language Model Architectures for Discovery and Effect Estimation
Adib Bazgir, Amir Habibdoust, Yuwen Zhang +1
Large Language Models (LLMs) have demonstrated remarkable capabilities in various reasoning and generation tasks. However, their proficiency in complex causal reasoning, discovery,…