“…Carolyn Calfee (San Francisco, United States of America) introduced adaptive trials (trials with pre-planned capabilities to adjust design factors) as a proposal to deal with the ARDS phenotype heterogeneity, the stratified randomization and a response adaptation . They had a considerable impact during COVID-19, for example, RECOVERY evaluated 10 treatments in 47,879 participants in 199 sites, or I-SPY-COVID as an adaptive platform for a phase-2 clinical trial to identify agents with potential therapeutic benefit [40,41].…”