Conclusions: We found that neonatologists who agreed on a diagnosis rarely agreed on the most important data elements that led them to that conclusion. Future studies designed to articulate how physicians decide to direct their attention when presented with flowsheet data may shed light on how this data is utilized and might be optimally presented. (Source: International Journal of Medical Informatics).