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Concordance Rate between Clinicians and Watson for Oncology among Patients with Advanced Gastric Cancer: Early, Real-World Experience in Korea

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 rev...

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Autores principales: Choi, Youn I, Chung, Jun-won, Kim, Kyoung Oh, Kwon, Kwang An, Kim, Yoon Jae, Park, Dong Kyun, Ahn, Sung Min, Park, So Hyun, Sym, Sun jin, Shin, Dong Bok, Kim, Young Saing, Sung, Ki Hoon, Baek, Jeong-Heum, Lee, Uhn
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6377977/
https://www.ncbi.nlm.nih.gov/pubmed/30854352
http://dx.doi.org/10.1155/2019/8072928
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author Choi, Youn I
Chung, Jun-won
Kim, Kyoung Oh
Kwon, Kwang An
Kim, Yoon Jae
Park, Dong Kyun
Ahn, Sung Min
Park, So Hyun
Sym, Sun jin
Shin, Dong Bok
Kim, Young Saing
Sung, Ki Hoon
Baek, Jeong-Heum
Lee, Uhn
author_facet Choi, Youn I
Chung, Jun-won
Kim, Kyoung Oh
Kwon, Kwang An
Kim, Yoon Jae
Park, Dong Kyun
Ahn, Sung Min
Park, So Hyun
Sym, Sun jin
Shin, Dong Bok
Kim, Young Saing
Sung, Ki Hoon
Baek, Jeong-Heum
Lee, Uhn
author_sort Choi, Youn I
collection PubMed
description 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.
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spelling pubmed-63779772019-03-10 Concordance Rate between Clinicians and Watson for Oncology among Patients with Advanced Gastric Cancer: Early, Real-World Experience in Korea Choi, Youn I Chung, Jun-won Kim, Kyoung Oh Kwon, Kwang An Kim, Yoon Jae Park, Dong Kyun Ahn, Sung Min Park, So Hyun Sym, Sun jin Shin, Dong Bok Kim, Young Saing Sung, Ki Hoon Baek, Jeong-Heum Lee, Uhn Can J Gastroenterol Hepatol Research Article 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. Hindawi 2019-02-03 /pmc/articles/PMC6377977/ /pubmed/30854352 http://dx.doi.org/10.1155/2019/8072928 Text en Copyright © 2019 Youn I Choi et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Choi, Youn I
Chung, Jun-won
Kim, Kyoung Oh
Kwon, Kwang An
Kim, Yoon Jae
Park, Dong Kyun
Ahn, Sung Min
Park, So Hyun
Sym, Sun jin
Shin, Dong Bok
Kim, Young Saing
Sung, Ki Hoon
Baek, Jeong-Heum
Lee, Uhn
Concordance Rate between Clinicians and Watson for Oncology among Patients with Advanced Gastric Cancer: Early, Real-World Experience in Korea
title Concordance Rate between Clinicians and Watson for Oncology among Patients with Advanced Gastric Cancer: Early, Real-World Experience in Korea
title_full Concordance Rate between Clinicians and Watson for Oncology among Patients with Advanced Gastric Cancer: Early, Real-World Experience in Korea
title_fullStr Concordance Rate between Clinicians and Watson for Oncology among Patients with Advanced Gastric Cancer: Early, Real-World Experience in Korea
title_full_unstemmed Concordance Rate between Clinicians and Watson for Oncology among Patients with Advanced Gastric Cancer: Early, Real-World Experience in Korea
title_short Concordance Rate between Clinicians and Watson for Oncology among Patients with Advanced Gastric Cancer: Early, Real-World Experience in Korea
title_sort concordance rate between clinicians and watson for oncology among patients with advanced gastric cancer: early, real-world experience in korea
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6377977/
https://www.ncbi.nlm.nih.gov/pubmed/30854352
http://dx.doi.org/10.1155/2019/8072928
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