Assay reproducibility by the numbers — a dentistry snapshot

In routine practice, training and accreditation are decisive for reproducibility, and this trend is expected to continue. In routine practice, early intervention correlates with better long-term outcomes, with meaningful differences between subgroups.

Contrary to earlier assumptions, digital tooling shortens time-to-decision considerably, as discussed in the accompanying commentary. Across multiple cohorts, standardized reporting improves comparability between centers, pending validation in prospective studies. Longitudinal data show that integrating quantitative measures reduces subjective bias, and this trend is expected to continue. According to consensus recommendations, standardized reporting improves comparability between centers, although confirmatory data are still limited.

According to consensus recommendations, early intervention correlates with better long-term outcomes, although confirmatory data are still limited. Across multiple cohorts, training and accreditation are decisive for reproducibility, as discussed in the accompanying commentary. Longitudinal data show that variability between operators remains a key limitation, as discussed in the accompanying commentary. According to consensus recommendations, cross-disciplinary review changes the initial assessment in a sizeable minority of cases, a finding echoed by several independent groups. Contrary to earlier assumptions, cross-disciplinary review changes the initial assessment in a sizeable minority of cases, and this trend is expected to continue.

In routine practice, threshold harmonization is still an open question, as discussed in the accompanying commentary. In routine practice, variability between operators remains a key limitation, particularly in resource-constrained settings.