Table 5.
Generated counterfactual examples for a single OHCA patient
| Variable | query instance | Counterfactuals (cf) |
||||
|---|---|---|---|---|---|---|
| cf1 | cf2 | cf3 | cf4 | cf5 | ||
| latitude | 33.40 | 33.33 | 30.85 | 33.98 | 30.77 | 33.47 |
| longitude | −84.60 | −82.54 | −83.34 | −83.71 | −83.76 | −84.18 |
| Types of CPR | 1.0 | 2.0 | 2.0 | - | - | 4.0 |
| Etiology | 6.0 | - | - | 2.0 | 5.0 | 2.0 |
| Gender | 1.0 | - | - | - | - | - |
| Race | 6.0 | - | - | - | - | - |
| Location type | 5.0 | - | 2.0 | 4.0 | 7.0 | - |
| Patient initial acuity | 2.0 | - | - | - | - | - |
| Witnessed by whom | 0.0 | 2.0 | - | - | 3.0 | - |
| CPR used or not | 1.0 | - | - | - | 0.0 | - |
| Who use CPR | 3.0 | 1.0 | - | - | 2.0 | 1.0 |
| AED used or not | 0.0 | - | - | - | - | - |
| Age | 0.0 | 2.0 | 1.0 | 1.0 | - | - |
| EMS response time (Duration) | 3.0 | - | 2.0 | 2.0 | 2.0 | 2.0 |
|
| ||||||
| Survival outcome | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 |
*
Hyphen (−) means the values in generated counterfactual examples are unchanged compared with the value in the query instance. Survival outcome (0: expired, 1: survived). cfs: counterfactual examples