A Study of Language Interpretation Solutions for People With Breast Cancer

This study is testing different language interpretation approaches — such as professional interpreters versus AI-based tools — during oncology appointments for cancer patients who speak Spanish or Mandarin and have limited English proficiency. The goal is to improve communication and care quality for patients who face language barriers. **You may be eligible if...** - You are 18 years or older - You prefer to speak Spanish or Mandarin for your healthcare conversations - You cannot speak English well - You have been diagnosed with breast or gastrointestinal cancer - You are attending your first or second appointment with the oncology team at the study site - You agree to have your appointment audio-recorded **You may NOT be eligible if...** - You have significant psychiatric disturbance that prevents you from giving informed consent or completing assessments - You have cognitive impairment (such as dementia or delirium) that would prevent meaningful participation Talk to your doctor to see if this trial is right for you.