Defining ranges for certainty ratings of diagnostic accuracy: a GRADE concept paper.

J Clin Epidemiol

Department of Health Research Methods, Evidence, and Impact, McMaster University, 1280 Main Street West, Hamilton, Ontario L8S 4K1, Canada; Department of Medicine, Michael G DeGroote Cochrane Canada Centre and GRADE centre, McMaster University, 1280 Main Street West, Hamilton, Ontario L8S 4K1, Canada.

Published: January 2020

Objective: The objective of the study was to clarify how the Grading of Recommendations Assessment, Development and Evaluation (GRADE) concept of certainty of evidence applies to certainty ratings of test accuracy.

Study Design And Setting: After initial brainstorming with GRADE Working Group members, we iteratively refined and clarified the approaches for defining ranges when assessing the certainty of evidence for test accuracy within a systematic review, health technology assessment, or guideline.

Results: Ranges can be defined both for single test accuracy and for comparative accuracy of multiple tests. For systematic reviews and health technology assessments, approaches for defining ranges include some that do not require value judgments regarding downstream health outcomes. Key challenges arise in the context of a guideline that requires ranges for sensitivity and specificity that are set considering possible effects on all critical outcomes. We illustrate possible approaches and provide an example from a systematic review of a direct comparison between two test strategies.

Conclusions: This GRADE concept paper provides a framework for assessing, presenting, and making decisions based on the certainty of evidence for test accuracy. More empirical research is needed to support future GRADE guidance on how to best operationalize the candidate approaches.

Download full-text PDF

Source
http://dx.doi.org/10.1016/j.jclinepi.2019.05.002DOI Listing

Publication Analysis

Top Keywords

defining ranges
12
grade concept
12
certainty evidence
12
test accuracy
12
certainty ratings
8
concept paper
8
approaches defining
8
evidence test
8
systematic review
8
health technology
8

Similar Publications

Association between body mass index, obesity, and vulvar cancer recurrence.

Int J Gynaecol Obstet

January 2025

Division of Gynecologic Oncology, Jewish General Hospital, McGill University, Montreal, Quebec, Canada.

Objective: The objective of this paper is to study the association between obesity and tumor recurrence in patients with vulvar cancer.

Methods: This is a retrospective study including vulvar cancer patients from 2003 to 2022. Our primary outcome was progression-free survival (PFS) stratified by status of obesity, defined as body mass index (BMI) >30.

View Article and Find Full Text PDF

Are You My Host? An Overview of Methods Used to Link Bacteriophages with Hosts.

Viruses

January 2025

Department of Biology and Toxicology, Ashland University, Ashland, OH 44805, USA.

Until recently, the only methods for finding out if a particular strain or species of bacteria could be a host for a particular bacteriophage was to see if the bacteriophage could infect that bacterium and kill it, releasing progeny phages. Establishing the host range of a bacteriophage thus meant infecting many different bacteria and seeing if the phage could kill each one. Detection of bacterial killing can be achieved on solid media (plaques, spots) or broth (culture clearing).

View Article and Find Full Text PDF

Coronavirus disease 2019 (COVID-19) has been associated with a significant fatality rate and persistent evolution in immunocompromised patients. In this prospective study, we aimed to determine the duration of excretion of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in 37 Tunisian patients with hematological malignancies (40.5% with lymphoma and 37.

View Article and Find Full Text PDF

The determinants of hepatitis C virus (HCV) viral load remain incompletely understood and may differ in females, who are relatively protected from the consequences of HCV infection during their reproductive years. We aimed to evaluate how age affects the relationship between sex and viral load. = 922 patients (males = 497, median age 62 years), all naïve to direct antiviral agents, were studied.

View Article and Find Full Text PDF

With the rise of artificial intelligence (AI) in nutrition and healthcare, AI-driven chatbots are increasingly recognised as potential tools for generating personalised diet plans. This study aimed to evaluate the capabilities of three popular chatbots-Gemini, Microsoft Copilot, and ChatGPT 4.0-in designing weight-loss diet plans across varying caloric levels and genders.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!