Malaria Consortium, E2 9DA, London, UK.
Feebris Ltd, E2 8AA, London, UK.
J Trop Pediatr. 2021 May 17;67(2). doi: 10.1093/tropej/fmab046.
Manual assessment of respiratory rate (RR) in children is unreliable, but remains the main method to diagnose pneumonia in low-resource settings. While automated RR counters offer a potential solution, there is currently no gold standard to validate these diagnostic aids. A video-based reference tool is proposed that allows users to annotate breaths and distortions including movement periods, allowing the exclusion of distortions from the computation of RR measures similar to how new diagnostic aids account for distortions automatically. This study evaluated the interrater agreement and acceptability of the new reference tool.
Annotations were based on previously recorded reference videos of children under five years old with cough and/or difficulty breathing (n = 50). Five randomly selected medical experts from a panel of ten annotated each video. RR measures (breaths per minute, bpm) were computed as the number of annotated certain breaths divided by the length of calm periods after removing annotated distorted periods.
Reviewers showed good interrater agreement on continuous RR {standard error of measurement (SEM) [4.8 (95%CI 4.4-5.3)]} and substantial agreement on classification of fast breathing (Fleiss kappa, κ 0.71). Agreement was lowest in the youngest age group [< 2 months: SEM 6.2 (5.4-7.4) bpm, κ 0.48; 2-11 months: 4.7 (4.0-5.8) bpm, κ 0.84; 12-59 months: 2.6 (2.2-3.1) bpm, κ 0.8]. Reviewers found the functionalities of the tool helpful in annotating breaths, but remained uncertain about the validity of their annotations.
Before the new tool can be considered a reference standard for RR assessments, interrater agreement in children younger than 2 months must be improved.
手动评估儿童呼吸频率(RR)不可靠,但仍是在资源匮乏环境中诊断肺炎的主要方法。而自动 RR 计数器提供了一种潜在的解决方案,但目前尚无金标准来验证这些诊断辅助工具。本文提出了一种基于视频的参考工具,允许用户标注呼吸和扭曲,包括运动期,从而可以排除扭曲对 RR 测量的影响,这与新的诊断辅助工具自动排除扭曲的方式类似。本研究评估了新参考工具的组内一致性和可接受性。
标注是基于此前记录的 50 名有咳嗽和/或呼吸困难的五岁以下儿童的参考视频。10 名医学专家组成的专家组中随机选取 5 名对每个视频进行标注。RR 测量值(每分钟呼吸次数,bpm)是通过计算标注的确定呼吸次数除以去除标注的扭曲期后的平静期长度得出。
评审员在连续 RR 方面具有良好的组内一致性{测量标准误差(SEM)[4.8(95%CI 4.4-5.3)]},在快速呼吸的分类方面具有高度一致性(Fleiss kappa,κ 0.71)。在年龄最小的组中,一致性最低[<2 个月:SEM 6.2(5.4-7.4)bpm,κ 0.48;2-11 个月:4.7(4.0-5.8)bpm,κ 0.84;12-59 个月:2.6(2.2-3.1)bpm,κ 0.8]。评审员发现该工具的标注功能对标注呼吸很有帮助,但对其标注的有效性仍存在疑虑。
在新工具被视为 RR 评估的参考标准之前,必须提高对 2 个月以下儿童的组内一致性。