LLM-Generated SIC Summary Emails for Cancer

This trial aims to determine if AI-generated email summaries about serious illness conversations can reduce the number of days cancer patients spend in the hospital. Medical teams receive these summaries to ensure patient care aligns with personal goals. The study includes two groups: one receives AI-generated emails, and the other receives standard care without them. Patients with a solid tumor diagnosis admitted to a specific oncology service may qualify for this trial.

As an unphased trial, this study allows patients to contribute to innovative research that could enhance personalized care.

Research has shown that summaries of Serious Illness Conversations (SIC) generated by advanced computer programs are generally safe to use. One study found these summaries to be accurate and well-received by patients, delivered within 16 hours of hospital admission. Another review found that recommendations from these summaries are safe in 93% of cases, indicating that the treatment is usually well-tolerated and poses little risk to patients. While these results are promising, discussing any concerns with a doctor remains important.¹²³⁴⁵

Researchers are excited about this trial because it explores a novel approach to enhancing communication between patients and clinicians in cancer care. Unlike current options that rely on standard serious illness conversations initiated by patients or clinicians, this trial uses an LLM-generated summary email to ensure that these important discussions are aligned with the patient's goals. The email prompts clinicians to review and discuss care preferences, potentially leading to more personalized and patient-centered care. This method aims to bridge communication gaps and ensure that treatment decisions are more closely aligned with what matters most to the patient.

This trial will compare LLM-generated Serious Illness Conversation (SIC) Summary Emails with standard care. Research has shown that AI tools can quickly create summaries of serious illness conversations, often within 16 hours of a patient's hospital admission. Patients appreciate these summaries, and they help doctors understand patient preferences. AI tools enhance communication, making challenging medical discussions easier and more effective. In studies, reviewers rated AI-generated summaries higher and considered them more complete. Overall, AI in healthcare can assist doctors in making better decisions and reducing their workload.⁴⁵⁶⁷⁸