This algorithm is intended for research purposes only and has not been validated for clinical deployment. It should not be used as the sole basis for patient triage decisions.
Clinical Discretion Required: All outputs must be interpreted by a qualified healthcare professional exercising independent clinical judgment. This tool is designed to support—not replace—clinical decision-making.
Population Limitations: This algorithm was developed and trained using data from a UK patient cohort in the London region. Its performance in other populations, healthcare settings, or geographic regions has not been evaluated. Users should exercise particular caution when applying it to patient groups that may differ demographically, clinically, or systemically from the original training population.