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For episodes without an outcome (lower points and dashed fitted line), we selected a random 24 h period. Episodes without the outcome have generally lower scores than episodes with the outcome.

The figure shows that the AAM score starts increasing about 8 h prior to the event with the average score being close to 12 at the time of the event.