Without a relationship between fixed/affected package to a vulnerability, confidence - by itself - does not provide any value in Inference.
We should have a check against this.
https://github.com/nexB/vulnerablecode/blob/2903edcef68de3137e57f804b022a22b2710c5c8/vulnerabilities/improver.py#L29-L72
Found while writing tests in: #1081