Table 4.
Order name, AUC, and average menu position (#) of the best and worst order predictions in each domain. ‘Best’and ‘worst’ are chosen by AUC (higher is better). Menu position, showing the average location in the suggestion menu just before selection, is also reported (lower is better).
| Pregnancy, Inpatient | Back Pain, ED | Hypertension, uvc | Altered Mental State, MICU | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Name | AUC | # | Name | AUC | # | Name | AUC | # | Name | AUC | # |
| Sitz Bath | 1.00 | 1.0 | Abdomen CT | 1.00 | 1.0 | aPTT | 1.00 | 1 | Vancomycin Level | 0.94 | 7.6 |
| Cold Pack | 1.00 | 1.1 | Pelvis CT | 1.00 | 1.2 | Cardiac Markers | 0.99 | 1.4 | Ventilator Adjustment | 0.94 | 2.7 |
| Naloxone Inj | 1.00 | 1.2 | Peripheral Smear | 0.96 | 11.6 | ESR Test | 0.97 | 6.7 | Phosphorus Test | 0.93 | 2.1 |
| Lung Exercise | 0.99 | 1.1 | Cardiac Markers | 0.96 | 2.2 | Protime | 0.95 | 1.8 | Magnesium Level | 0.91 | 2.9 |
| Morphine (PCA) | 0.99 | 2.0 | Blood Cell Profile | 0.95 | 1.7 | Blood Culture | 0.93 | 13.2 | Basic Metabolic Panel | 0.90 | 4.3 |
| Ext. UC Monitor | 0.99 | 1.0 | Lipase | 0.94 | 3.4 | Drug Abuse Urine Test | 0.92 | 3.7 | Cardiac Markers | 0.84 | 11.2 |
| Ibuprofen | 0.98 | 1.1 | Vaginal Infection Test | 0.93 | 5.7 | BNP Test | 0.91 | 6.8 | Esomeprazole | 0.84 | 6.9 |
| Ext. FHT Monitor | 0.97 | 1.1 | Chest CT | 0.92 | 9.4 | Blood Cell Profile | 0.88 | 2.3 | Glucose | 0.82 | 7.5 |
| Docusate Na | 0.96 | 1.2 | Spine Cervical CT | 0.92 | 4.7 | Urine Culture | 0.83 | 11.3 | IV Fluids | 0.82 | 1.7 |
| I&O Monitoring | 0.94 | 1.2 | Comp. Metabolic | 0.92 | 3.3 | Dental Consult | 0.82 | 6.4 | Vancomycin | 0.81 | 4.3 |
| NPO | 0.73 | 1.5 | Phys. Therapy Consult | 0.64 | 12.4 | Hgb A1c | 0.72 | 22 | Zosyn | 0.72 | 11.5 |
| IV Lock | 0.73 | 9.8 | Lumbar Spine CT | 0.63 | 29.4 | Medicine Consult | 0.69 | 2.6 | NPO | 0.71 | 12.7 |
| Syphilis Screen | 0.73 | 9.5 | Knee Xray | 0.62 | 23.4 | Med Follow-up Consult | 0.67 | 5.2 | SCD | 0.71 | 7.1 |
| Ice Chips | 0.72 | 15.8 | Wrist Xray | 0.61 | 38.1 | Dermatology Consult | 0.66 | 13.5 | EKG | 0.70 | 10.5 |
| IV Fluids | 0.71 | 1.1 | Sports Med. Consult | 0.60 | 31.7 | Lateral Chest Xray | 0.62 | 6.3 | Restraints | 0.68 | 3.5 |
| Drugs Urine Test | 0.71 | 27.8 | EPIC Referal | 0.59 | 29.0 | Physl Therapy Consult | 0.57 | 21.4 | Frontal Chest Xray | 0.68 | 3.7 |
| Oxytocin Protocol | 0.68 | 23.8 | Neurosurgery Consult | 0.59 | 13.8 | Head CT | 0.56 | 28.0 | Albuterol | 0.63 | 17.7 |
| Type and Screen | 0.65 | 13.2 | Medicine Consult | 0.58 | 5.8 | TSH | 0.50 | 22.0 | Furosemide | 0.55 | 15.3 |
| Lortab 5/500 | 0.60 | 2.9 | Med Follow-up Consult | 0.57 | 6.5 | T4-Free Level | 0.50 | 28.0 | Prealbumin | 0.51 | 12.5 |
| Morphine | 0.50 | 22.7 | Lumbar Spine MRI | 0.53 | 17.5 | Knee Xray | 0.50 | 23.8 | Arterial blood gas | 0.50 | 5.7 |