“…For example, by using differential centrifugation isolation procedure, urine tract pathogens have been identified at species level with high confidence from urine specimens either directly (159/211 cases, 74.5% accuracy) or after a short‐term culture (182/211 cases, 84.9% accuracy) 65 . Enrichment procedures like immune‐affinity combined with magnetic separation, 34 centrifugation in serum separator tubes, 66 and acoustic trapping with enrichment microchip 67 allowed direct bacterial identification at species level from positive blood cultures or short‐term blood cultures in only 1–4 h of turnaround time with high accuracy (e.g., 289/295 cases, 97.9% accuracy). Bacterial mixtures have also been successfully identified at species level, without bacterial strain purification via strategies like single colony plating, by using a novel algorithm framework containing synthetic mixture modeling, similarity scoring, and Jackknife modeling (Figure 2A).…”