Table 2.
Summary of evaluation dataset for drug label classifier
| Drug | Operating room | Controlled environment | ||
|---|---|---|---|---|
| Syringes | Vials | Syringes | Vials | |
| (n = 303) | (n = 175) | (n = 323) | (n = 328) | |
| Amiodarone | 0 | 0 | 0 | 3 |
| Cefazolin | 4 | 1 | 0 | 0 |
| Cisatracurium | 0 | 0 | 1 | 0 |
| Dexamethasone | 31 | 15 | 28 | 25 |
| Etomidate | 0 | 0 | 2 | 12 |
| Fentanyl | 52 | 34 | 33 | 21 |
| Glycopyrrolate | 3 | 4 | 3 | 15 |
| Hydromorphone | 8 | 1 | 40 | 20 |
| Ketamine | 2 | 1 | 2 | 0 |
| Ketorolac | 0 | 0 | 22 | 26 |
| Lidocaine | 44 | 22 | 33 | 44 |
| Magnesium sulfate | 0 | 0 | 0 | 2 |
| Metoprolol tartrate | 0 | 0 | 0 | 1 |
| Midazolam | 20 | 13 | 33 | 24 |
| Neostigmine | 0 | 0 | 30 | 22 |
| Ondansetron | 34 | 26 | 29 | 36 |
| Phenylephrine | 11 | 0 | 0 | 0 |
| Propofol | 58 | 34 | 27 | 18 |
| Rocuronium | 26 | 17 | 23 | 33 |
| Sugammadex | 7 | 6 | 11 | 22 |
| Vasopressin | 3 | 1 | 1 | 4 |
| Vecuronium | 0 | 0 | 6 | 0 |
Number of drug preparation video events captured in the operating rooms at two clinical sites and a controlled environment.