What is the role of 'Causal Pathways' in understanding causal mechanisms?

Instruction: Describe the concept of 'Causal Pathways' and their significance in elucidating the mechanisms behind observed causal relationships.

Context: This question tests the candidate's ability to articulate how causal pathways are used to understand the process through which a cause leads to an effect.