Association is not causation

From the reported association between weekly training distance and fitness test total, the justified statement is: higher weekly training distance tends to occur with higher fitness test total

From the reported association between weekly training distance and fitness test total, the justified statement is: higher weekly training distance directly causes higher fitness test total

From the reported association between weekly training distance and fitness test total, the justified statement is: every case with higher weekly training distance must have higher fitness test total