SUMMARYIt is common practice to summarize the skill of weather forecasts from an accumulation of samples spanning many locations and dates. In calculating many of these scores, there is an implicit assumption that the climatological frequency of event occurrence is approximately invariant over all samples. If the event frequency actually varies among the samples, the metrics may report a skill that is different from that expected. Many common deterministic verification metrics, such as threat scores, are prone to mis-reporting skill, and probabilistic forecast metrics such as the Brier skill score and relative operating characteristic skill score can also be affected.Three examples are provided that demonstrate unexpected skill, two from synthetic data and one with actual forecast data. In the first example, positive skill was reported in a situation where metrics were calculated from a composite of forecasts that were comprised of random draws from the climatology of two distinct locations. As the difference in climatological event frequency between the two locations was increased, the reported skill also increased. A second example demonstrates that when the climatological event frequency varies among samples, the metrics may excessively weight samples with the greatest observational uncertainty. A final example demonstrates unexpectedly large skill in the equitable threat score of deterministic precipitation forecasts.Guidelines are suggested for how to adjust skill computations to minimize these effects.
AimTo assess diagnostic value of perioperative procalcitonin (PCT) levels compared to C-reactive protein (CRP) levels in early detection of infectious complications following colorectal surgery.MethodsThis prospective observational study included 79 patients undergoing elective colorectal surgery. White blood cell count, CRP, and PCT were measured preoperatively and on postoperative days (POD) 1, 2, 3, 5, and patients were followed for postoperative complications. Diagnostic accuracy of CRP and PCT values on each day was analyzed by the receiver operating characteristics (ROC) curve, with infectious complications as an outcome measure. ROC curves with the largest area under the curve for each inflammatory marker were compared in order to define the marker with higher diagnostic accuracy.ResultsTwenty nine patients (36.7%) developed infectious complications. CRP and PCT concentrations increased in the early postoperative period, with a significant difference between patients with and without complications at all measured postoperative times. ROC curve analysis showed that CRP concentrations on POD 3 and PCT concentrations on POD 2 had similar predictive values for the development of infectious complications (area under the curve, 0.746 and 0.750, respectively) with the best cut-off values of 99.0 mg/L for CRP and 1.34 µg/L for PCT. Diagnostic accuracy of CRP and PCT was highest on POD 5, however the cut-off values were not considered clinically useful.ConclusionSerial postoperative PCT measurements do not offer an advantage over CRP measurements for prediction of infectious complications following colorectal surgery.
Background Spontaneous liver rupture in pregnancy is often unrecognized, highly lethal, and not completely understood. The goal was to summarize and define the etiology, risk factors, clinical presentation, appropriate diagnostic methods, and therapeutic options for spontaneous hepatic rupture during pregnancy/puerperium (SHRP) complicated by the hypertensive disorder. Methods Literature search of all full-text articles included PubMed (1946–2021), PubMed Central (1900–2021), and Google Scholar. Case reports of a spontaneous hepatic rupture or liver hematoma during pregnancy or puerperium as a complication of hypertensive disorders (preeclampsia, eclampsia, HELLP syndrome) were searched. There was no restriction of language to collect the cases. Additional cases were identified by reviewing references of retrieved studies. PRISMA guidelines for the data extraction and quality assessment were applied. Results Three hundred and ninety-one cases were collected. The median maternal age was 31 (range 17–48) years; 36.6% were nulliparous. Most (83.4%) occurred in the third trimester. Maternal and fetal mortality was 22.1% and 37.2%, respectively. Maternal and fetal mortality was significantly higher 1) before the year 1990, 2) with maternal hemodynamic instability, and 3) eclampsia. The most important risk factors for SHRP were preeclampsia and HELLP syndrome. Most women had right lobe affected (70.9%), followed by both lobes in 22.1% and left lobe in 6.9%. The most common surgical procedure was liver packing. Liver transplantation was performed in 4.7% with 100% survival. Maternal mortality with liver embolization was 3.0%. Higher gestational age increases fetal survival. Conclusion The diagnosis and treatment of SHRP are often delayed, leading to high maternal and fetal mortality. SHRP should be excluded in hemodynamically unstable patients with preeclampsia/eclampsia or HELLP syndrome and right upper abdominal pain. Liver embolization and liver transplantation contribute to maternal survival. Maternal and fetal mortality was significantly higher before the year 1990. Hemodynamic instability, preeclampsia, and eclampsia have a significant negative influence on maternal survival. Level of evidence Level V
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