It’s a trick question – in the end, all of us have already lost.
This is a short retrospective report evaluating, primarily, the Epic Sepsis Prediction Model, and the mode in which is deployed. The Epic SPM generates a “prediction of sepsis score”, calculated at 15 minute intervals, providing a continuous risk score for the development of sepsis. Of course, in modern medicine, this is usually reduced to a trigger threshold at which point an alert is fired. Alerts, alerts, alerts – what are they good for?
In this study, the Epic SPM was evaluated at several difference SPS score thresholds ranging from ≥5 to ≥10 – and compared, as well, with SIRS, qSOFA, and SOFA. There were two goals for the evaluation: accuracy and timeliness. All prediction tools provided the same age-old tradeoff between sensitivity and specificity, with a PSS of ≥5 being 95% sensitive, but merely 53% specific. Likewise, a more specific cut-off sacrificed sensitivity. SIRS, qSOFA, and SOFA suffered from the same limitations.
The “time to detection” was a bit more interesting, but conclusions are a bit limited by the methods used to determine. The PSS is calculated at 15 minute intervals, while their calculations of SIRS, qSOFA, and SOFA all happened at hourly intervals. Then, “time zero” for their calculations was actually determined by the time of clinician action – the time at which a clinician suspected sepsis and ordered either antimicrobials or blood cultures. With respect to timeliness, only a minority of patients met threshold scores at “time zero” – except SIRS, where nearly half were at threshold.
So, it’s hard to conclude much from these data – other than, as previously alluded, we are all losers. These alerts are clearly useless, yet they, and the Surviving Sepsis bundle gestapo have trained clinicians to leap at the earliest opportunity to (over)diagnose sepsis and administer broad-spectrum antibiotics. Multiple specialty societies have asked for the SEP-1 measures to be rolled back due to these obvious harms, let alone the administrative costs, and eliminating that “quality” measure would go a long way to putting these useless alerts to bed.
Sepsis Prediction Model for “Determining Sepsis vs SIRS, qSOFA, and SOFA”