SAN FRANCISCO, US: Unlike earlier implant prognosis models that focused on peri-implant bone loss or disease stage, a newly proposed system integrates multiple local and systemic determinants, extending periodontal prognosis frameworks to implants. A new retrospective study has conducted a validation of the system in a clinical setting. Its results have shown that this structured, risk-based prognosis system can reliably predict medium-term outcomes.