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Prospective evaluation of the MET-AP system providing triage plans for acute pediatric abdominal pain
Ken J Farion1, Wojtek Michalowski, Steven Rubin
1Department of Pediatrics, University of Ottawa, Ottawa, Canada. farion@cheo.on.ca <farion@cheo.on.ca>
Insights
The Mobile Emergency Triage-Abdominal Pain (MET-AP) system showed similar accuracy to experienced physicians in recommending pediatric emergency department triage plans. Further research is needed to enhance MET-AP
Area of Science:
- Pediatric Emergency Medicine
- Clinical Decision Support Systems
- Abdominal Pain Management
Background:
- Children with acute abdominal pain (AP) frequently present to the Emergency Department (ED).
- Initial assessment uncertainty can lead to unnecessary tests and prolonged observation.
- A mobile clinical decision support system, MET-AP, was developed to optimize triage.
Purpose of the Study:
- To prospectively evaluate the accuracy of the MET-AP system.
- To assess MET-AP's ability to recommend correct triage plans for pediatric AP.
- To compare MET-AP's accuracy with emergency physicians' (EPs) assessments.
Main Methods:
- Prospective cohort study involving children aged 1-16 years with acute, non-traumatic AP.
- Staff EPs and residents recorded initial assessments and blinded triage plan predictions.
- Follow-up at 10-14 days determined the gold standard triage plan based on patient outcomes.
Main Results:
- MET-AP recommendations were correct for 72% of staff EP assessments (n=457) and 70% for residents (n=339).
- Physician predictions showed similar accuracy to MET-AP, with no statistically significant difference.
- Staff EP triage plans were more conservative; MET-AP had a small risk of under-triage ('discharge' instead of 'consult surgery').
Conclusions:
- MET-AP demonstrates potential for accurate triage plan recommendations in pediatric EDs.
- The system's accuracy is comparable to experienced pediatric EPs.
- Further research is required to improve MET-AP's accuracy and ensure patient safety.
Background:
Children with acute abdominal pain (AP) are frequently assessed in the Emergency Department (ED). Though the majority of patients have benign causes, uncertainty during the physician's initial assessment may result in unnecessary tests and prolonged observation before a definitive disposition decision can be made. A rule-based mobile clinical decision support system, Mobile Emergency Triage-Abdominal Pain (MET-AP), has been developed to recommend an appropriate triage plan (discharge, consult surgery or observe/investigate) early in the ED visit, with the goal of promoting ED efficiencies and improved patient outcomes.
Objective:
To prospectively evaluate the accuracy of MET-AP to recommend the correct triage plan when used during the initial assessment by staff emergency physicians (EPs) and residents in a tertiary care pediatric ED.
Design:
Prospective cohort study. Staff EPs and/or residents examined children, aged 1-16 years, with acute, non-traumatic AP of less than 10 days duration. Details of their initial assessment, along with their blinded prediction of the correct triage plan, were recorded electronically. Inter-observer assessments were collected, where possible. Telephone and chart follow-up at 10-14 days was conducted to determine the patient's outcome/diagnosis, and thus the gold standard triage plan appropriate for the patient's visit.
Measurements:
Accuracy of MET-AP to recommend the correct triage plan (i.e., to match the gold standard plan); accuracy of physicians to predict the correct triage plan; inter-observer agreement between staff EPs and residents for each clinical attribute recorded within MET-AP.
Results:
Over 8 months, 574 patients with AP completed follow-up (10% appendicitis, 13% other pathology, 77% benign/resolving conditions). For patient assessments by the staff EP (n=457), the MET-AP recommendation was correct for 72% of patients (95% CI's: 67.9-76.1), while the physician's prediction was correct in 70% of cases (65.9-74.2) (p=0.518). However, staff EP triage plans were more conservative than those generated by MET-AP, and a small number of patients whose triage plan should have been "consult surgery" would have been "discharged" by MET-AP. For resident assessments (n=339), MET-AP and physician accuracies were slightly lower, but not statistically different from staff results or from each other. Inter-observer agreement on most attributes was moderate to near perfect.
Conclusion:
MET-AP shows promise in recommending the correct triage plan with similar overall accuracy to experienced pediatric EPs, but requires further research to improve accuracy and safety. MET-AP can be used on all pediatric ED patients with AP and is capable of producing a triage plan recommendation without requiring a complete set of patient information.
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