Author/Authors :
Choi, Youn I Department of Gastroenterology - Gil Medical Center - Gachon University, Incheon, Republic of Korea , Chung, Jun-won Department of Gastroenterology - Gil Medical Center - Gachon University, Incheon, Republic of Korea , Oh Kim, Kyoung Department of Gastroenterology - Gil Medical Center - Gachon University, Incheon, Republic of Korea , An Kwon, Kwang Department of Gastroenterology - Gil Medical Center - Gachon University, Incheon, Republic of Korea , Jae Kim, Yoon Department of Gastroenterology - Gil Medical Center - Gachon University, Incheon, Republic of Korea , Kyun Park, Dong Department of Gastroenterology - Gil Medical Center - Gachon University, Incheon, Republic of Korea , Min Ahn, Sung Department of Oncology - Gil Medical Center - Gachon University, Incheon, Republic of Korea , Hyun Park, So Department of Gastroenterology - Gil Medical Center - Gachon University, Incheon, Republic of Korea , jin Sym, Sun Department of Oncology - Gil Medical Center - Gachon University, Incheon, Republic of Korea , Bok Shin, Dong Department of Oncology - Gil Medical Center - Gachon University, Incheon, Republic of Korea , Saing Kim, Young Department of Oncology - Gil Medical Center - Gachon University, Incheon, Republic of Korea , Hoon Sung, Ki Department of Radiation Oncology - Gachon University Gil Medical Center, Republic of Korea , Baek, Jeong-Heum Department of Surgery - Gil Medical Center - Gachon University, Incheon, Republic of Korea , Lee, Uhn Department of Neurosurgery and Director of AI-Based Precision Medicine - Gil Medical Center - Gachon University, Incheon, Republic of Korea
Abstract :
Backgrounds/Aims
Watson for Oncology (WFO) is a cognitive technology that processes medical information by analyzing the latest evidence and guidelines. However, studies of the concordance rate between WFO and clinicians for advanced gastric cancer (AGC) are lacking.
Methods
We retrospectively reviewed 65 patients with AGC who consulted WFO and the Gachon Gil Medical Center multidisciplinary team (GMDT) in 2016 and 2017. The recommendations of WFO were compared with the opinions of the GMDT. WFO provided three treatment options: recommended (first treatment option), for consideration (second treatment option), and not recommended.
Results
In total, 65 patients (mean age 61.0 years; 44 males and 21 females) were included in the study. The concordance rate between WFO and the GMDT was 41.5% (27/65) at the recommended level and 87.7% (57/65) at the for consideration level. The main causes of discordance between WFO and the GMDT were as follows. First, WFO did not consider the medical history. Second, WFO recommended the use of agents that are considered outdated in Korea. Third, some patients wanted to be involved in a clinical trial. Fourth, some patients refused to use the biologic agents recommended by WFO for financial reasons as they were not covered by medical insurance.
Conclusions
The concordance rate at the recommended level was relatively low but was higher at the for consideration level. Discordances arose mainly from the different medical circumstances at the Gachon Gil Medical Center (GMC) and the Memorial Sloan Kettering Cancer Center (MSKCC), the main WFO consulting center. The utility of WFO as a tool for supporting clinical decision making could be further improved by incorporating regional guidelines.