From Observational Data to Clinical Recommendations: A Causal Framework for Estimating Patient-level Treatment Effects and Learning Policies. - Rom Gutman; Shimon Sheiba; Omer Noy Klein; Naama Dekel Bird; Amit Gruber; Doron Aronson; Oren Caspi; Uri Shalit (CoRR, 2025)