Enhancing precision in homeopathic prescribing: A prospective validation of the RExpertSS decision-support framework

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RExpertSS is a structured framework developed to standardize post-repertorization remedy selection in homeopathy. Its internal and external validation across independent datasets demonstrated satisfactory calibration, clinical utility, and reproducibility, although discrimination was modest. The framework integrates repertorial and expert clinical reasoning through defined decision pathways and provides a transparent approach to documenting final remedy selection. These findings support its potential application in standardized clinical documentation and research, particularly where reproducibility and explicit recording of expert decision-making are required.

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