Controlled settings refer to carefully regulated environments where cancer research and treatment are conducted. These settings ensure that experiments and treatments are performed under specific, standardized conditions to eliminate variables that could affect the outcomes. This allows researchers and clinicians to accurately determine the efficacy and safety of new therapies, drugs, and interventions.