What is the suitability of clinical vignettes in benchmarking the performance of online symptom checkers? An audit study

Abstract

Objective To assess the suitability of primary care vignettes in benchmarking the performance of online symptom checkers Design Observational study using publicly available, free online symptom checkers Participants Three symptom checkers (Healthily, Ada and Babylon) that provided consultations in English. 139 standardized patient vignettes were compiled by RCGP. Three independent GPs interpreted the vignettes to arrive at a Gold Standard consisting of 3 dispositions and divided into one of three categories of triage urgency: (1) emergency care required, (2) primary care required and (3) self-care. Main outcome measures Six professional non-medical and lay inputters simulated 2774 standardized patient evaluations using 3 online symptom checkers (OSC). We recorded when OSC provided a triage recommendation and whether it correctly recommended the appropriate triage recommendation across three categories of triage urgency (emergency care, primary care or self-care). We collected data on whether the solution appeared within the first 3 dispositions in each of the standards across 2774 standardized patient evaluations. Results When benchmarked against the Gold Standard, Healthily provided an appropriate triage recommendation 61.9% of the time compared to 45.3% and 42.4% of the time for Babylon and Ada respectively. There was poor agreement between OSC consultation outcome and Gold Standard dispositions. When compared to the Gold Standard, Healthily gave an unsafe under-triage recommendation 28.6% of the time overall across the three categories compared to 43.3% for Ada and 47.5% for Babylon (P<0.001). Conclusions OSCs recommended very unsafe triages only <4% of the time suggesting that the online consultation tools are generally working at a safe level of risk. Primary care vignettes are a helpful tool to support development of OSC, but not ideally suited to benchmark the performance of different OSC. Real-world evidence studies involving general practice are recommended to benchmark the performance of OSC in the community setting.

A Symptom-Checker for Adult Patients Visiting an Interdisciplinary Emergency Care Center and the Safety of Patient Self-Triage: Real-Life Prospective Evaluation

“…In order to fulfil the regulatory requirements [3] and to be used as a part of standard care, the appropriateness and safety of these instruments must be evaluated in concrete clinical settings with real patients [4] [5] [6].…”