High-throughput screening by the numbers — a allergy and immunology snapshot

Contrary to earlier assumptions, cost considerations continue to shape adoption in smaller units, which has direct implications for daily practice. According to consensus recommendations, variability between operators remains a key limitation, a finding echoed by several independent groups. In multidisciplinary settings, digital tooling shortens time-to-decision considerably, which has direct implications for daily practice. Emerging evidence indicates that training and accreditation are decisive for reproducibility, particularly in resource-constrained settings.

In routine practice, integrating quantitative measures reduces subjective bias, although confirmatory data are still limited. Emerging evidence indicates that pre-analytical factors account for a large share of observed variance, although confirmatory data are still limited. In routine practice, threshold harmonization is still an open question, which has direct implications for daily practice.

Longitudinal data show that cost considerations continue to shape adoption in smaller units, a finding echoed by several independent groups. From a workflow perspective, training and accreditation are decisive for reproducibility, pending validation in prospective studies.

Contrary to earlier assumptions, variability between operators remains a key limitation, with meaningful differences between subgroups. Contrary to earlier assumptions, training and accreditation are decisive for reproducibility, with meaningful differences between subgroups. In routine practice, cross-disciplinary review changes the initial assessment in a sizeable minority of cases, with meaningful differences between subgroups. Across multiple cohorts, cost considerations continue to shape adoption in smaller units, particularly in resource-constrained settings.