AI Article Synopsis

  • The study aimed to estimate the positive predictive value (PPV) of identifying infections in cancer patients using data from the Danish National Registry of Patients (DNRP).
  • The method involved analyzing medical charts based on ICD-10 codes and using a physician's assessment as the gold standard for confirming infections.
  • Results showed a high overall PPV of 98% for detecting infections, but when requiring agreement on infection type, the PPV dropped to 77%, with varying values for specific infection types like pneumonia and sepsis.

Article Abstract

Purpose: Pharmacovigilance studies of cancer treatment frequently monitor infections. Predictive values of algorithms identifying disease depend on prevalence of the disease in the population under study. We therefore estimated the positive predictive value (PPV) of primary inpatient diagnosis of infection among cancer patients in the Danish National Registry of Patients (DNRP).

Methods: The algorithm to identify infections in the DNPR was based on International Classification of Diseases, 10th revision (ICD-10) codes. A physician blinded to the type of sampled infection reviewed the medical charts and assessed the presence and type of infection. Using the physician global assessment as gold standard, we computed PPVs with and without requiring agreement on infection type.

Results: We retrieved 266 of 272 medical charts (98%). Presence of infection was confirmed in 261 patients, resulting in an overall PPV of 98% (95% confidence interval, 96%-99%). When requiring agreement on infection type, overall PPV was 77%. For skin infections, pneumonia, and sepsis, PPVs were 79%, 93% and 84%, respectively. For these infections, we additionally calculated PPVs using evidence-based criteria as the gold standard. PPV was similar for pneumonia, but lower for skin infections and sepsis.

Conclusions: The Danish National Registry of Patients is suitable for monitoring infections requiring hospitalization among cancer patients.

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Source
http://dx.doi.org/10.1016/j.annepidem.2014.05.011DOI Listing

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