AUTHOR=Sadeq Asil , Guraya Shaista S. , Fahey Brian , Clarke Eric , Bensaaud Abdelsalam , Doyle Frank , Kearney Grainne P. , Gough Fionnuala , Harbinson Mark , Guraya Salman Yousuf , Harkin Denis W. TITLE=Medical professionalism education: a systematic review of interventions, outcomes, and sustainability JOURNAL=Frontiers in Medicine VOLUME=12 YEAR=2025 URL=https://www.frontiersin.org/journals/medicine/articles/10.3389/fmed.2025.1522411 DOI=10.3389/fmed.2025.1522411 ISSN=2296-858X