cAs the majority of urine samples submitted for culture yields a negative result, rapid screening that accurately predicts culture outcome benefits clinicians by reducing the time to result and improves the efficiency of the microbiological laboratory. Automated urinalysis using the IRIS Diagnostics iQ200 Elite (iQ200) analyzer permits just such a fast and large-scale screening. We aimed to predict and thus to reduce negative cultures with a screening algorithm based on iQ200 urinalysis in a tertiary university hospital. In parallel, we evaluated the performance of the iQ200 screen compared to that of Gram stain for sample quality. We screened 1,442 samples submitted for bacterial culture using the iQ200 analyzer; of these samples, 357 (24.8%) had a positive culture result. We identified the absence of microorganisms in the iQ200 screen as the strongest solitary predictor for a negative culture, with a sensitivity of 90.5% (323/357). The algorithm was further improved by performing logistic regression on leukocyte counts, which gave a cutoff of 65 leukocytes/l to obtain the desired sensitivity of >95% (95.2%; 95% confidence interval [CI], 92.5 to 97.0), a negative predictive value of 97.3% (95% CI, 95.7 to 98.3), and an anticipated culture workload reduction of 44% (95% CI, 41 to 46). Concordance between sample quality based on Gram stain and iQ200 screening was only 72%, which was probably a result of interobserver effect in evaluation of the Gram stain. In conclusion, in our setting, screening by iQ200 proved to be a safe and cost-effective means to provide faster culture results, and it has the added benefit of a more objective evaluation of sample quality. U rine cultures form a substantial part of the workload of a microbiological laboratory. They are requested even at low suspicion of urinary tract infections (UTIs), and approximately 70% of urine cultures eventually show no pathogens (1). Accurate screening for UTI before culturing the sample has multiple clinical and laboratory benefits but is hampered by the fact that sediment analysis is commonly performed outside the microbiological laboratory. However, if UTI is ruled out within hours after urine sampling, prescription of antibiotics can be withheld, thereby reducing unnecessary costs, side effects, and the risk of antibiotic resistance in microorganisms (2). If rapid screening was able to reliably predict which samples should be cultured and which need not be cultured, laboratory resources could be used more efficiently.In the last decade, automated urinalysis systems have been developed that are able to perform highly standardized and detailed quantitative urinary sediment analyses. In terms of reproducibility, these analyzers outperform manual sediment analysis (3). Automated urinalysis presents a new screening tool for UTI in the urine samples offered for culture. One of these systems is the IRIS Diagnostics iQ200 Elite (iQ200), currently marketed by Beckman Coulter Inc., which analyzes a urinary sample using flow imaging technology with auto par...