Table 2.
Performance Metrics* | Trial 1 |
Trial 2 |
Trial 3 |
Trial 4 |
Estimate (95% CI) |
P- value* |
---|---|---|---|---|---|---|
Operation Specific Metrics | ||||||
Clamp Times (minutes) | 20.5 | 16.2 | 14.6 | 13.8 | −2.2 (−2.9, −1.4) | <0.001 |
Positive Margins (%)** | 29% | 29% | 21% | 4% | 0.53 (0.29,0.89) | 0.024 |
Proportion Renal Parenchyma Preserved (grams/grams) | 0.98 | 0.97 | 0.97 | 0.97 | −0.002 (−0.0038, −0.0003) | 0.025 |
NASA Task Load Index (0–100) | ||||||
Mental Demand | 65.5 | 54.3 | 54.5 | 43.7 | −6.7 (−8.9, −4.5) | <0.001 |
Physical Demand | 42.4 | 42.0 | 39.1 | 37.4 | −1.8 (−4.0, 0.5) | 0.130 |
Temporal Demand | 57.5 | 51.7 | 47.5 | 41.4 | −5.2 (−7.5, −3.0) | <0.001 |
Performance (Failure = 100) | 45.5 | 39.2 | 35.8 | 31.2 | −4.6 (−7.4, −1.9) | <0.001 |
Hard Work | 62.5 | 55.2 | 55.0 | 49.1 | −4.0 (−7.2, −0.9) | 0.014 |
Frustration | 43.3 | 42.3 | 38.3 | 33.0 | −3.5 (−6.4, −0.6) | 0.020 |
GEARS Score (0–5) | ||||||
Depth Perception | 3.33 | - | - | 4.08 | 0.8 (0.4, 1.1) | 0.001 |
Bimanual Dexterity | 2.96 | - | - | 3.79 | 0.8 (0.5, 1.1) | <0.001 |
Efficiency | 3.04 | - | - | 3.79 | 0.8 (0.4, 1.1) | <0.001 |
Force Sensitivity | 2.88 | - | - | 3.50 | 0.6 (0.2, 1.0) | 0.006 |
Autonomy | 3.50 | - | - | 4.04 | 0.5 (0.5, 0.8) | <0.001 |
Robotic Control | 2.92 | - | - | 3.83 | 0.9 (0.9, 1.2) | <0.001 |
Multilevel multivariable linear and logistic regression models were used to test the association of performance metrics against the independent variables, trial number and experience level.
Positive margins represent the only binary variable, and the “Estimate” column is the odds ratio from logistic regression in this case.