Table 5 Final Post-Processing Model Prediction Statistics by CEDIS Presenting Complaint for Top 10 Most Common CEDIS Complaints
From: Development of a machine learning-based acuity score prediction model for virtual care settings
CEDIS Presenting Complaint | Equal Triage % | Up Triage % | Down Triage % | Total % | |||||
|---|---|---|---|---|---|---|---|---|---|
Total | One Step | Two Step | Three Step | Total | One Step | Two Step | |||
Abdominal Pain | 52.8 | 41.9 | 38.0 | 3.7 | 0.2 | 5.3 | 5.3 | 0 | 100 |
Chest Pain – Cardiac Features | 52.2 | 42.8 | 38.9 | 3.7 | 0.2 | 5.0 | 5.0 | 0 | 100 |
Upper Extremity Injury | 52.7 | 42.0 | 38.0 | 3.8 | 0.2 | 5.3 | 5.3 | 0 | 100 |
Lower Extremity Injury | 52.8 | 42.1 | 38.3 | 3.7 | 0.1 | 5.1 | 5.1 | 0 | 100 |
Fever | 52.7 | 42.1 | 38.0 | 4.0 | 0.1 | 5.1 | 5.1 | 0 | 99.9 |
Lower Extremity Pain | 53.0 | 41.7 | 38.0 | 3.5 | 0.2 | 5.2 | 5.2 | 0 | 99.9 |
Shortness of Breath | 2.4 | 97.2 | 27.4 | 55.7 | 14.1 | 0 | 0 | 0 | 99.6 |
Back Pain | 52.6 | 42.0 | 38.4 | 3.5 | 0.1 | 5.4 | 5.4 | 0 | 100 |
Headache | 53.1 | 41.8 | 37.8 | 3.8 | 0.2 | 4.9 | 4.8 | 0.1 | 99.8 |
Laceration/Puncture | 51.5 | 41.4 | 37.6 | 3.7 | 0.1 | 6.7 | 5.3 | 1.4 | 99.6 |