>>15171895If you know the disease (cause), then the symptoms (correlations) necessarily exist.
If the symptoms (correlations) exist, they may not identify the disease (cause) at first. You may have to collect more data to narrow down the real cause, if any. Example, the beginning of any House M.D. episode.