"A Tool, Not a Crutch": Patient Perspectives About IBM Watson for Oncology Trained by Memorial Sloan Kettering.


Journal

Journal of oncology practice
ISSN: 1935-469X
Titre abrégé: J Oncol Pract
Pays: United States
ID NLM: 101261852

Informations de publication

Date de publication:
04 2019
Historique:
pubmed: 29 1 2019
medline: 21 7 2020
entrez: 29 1 2019
Statut: ppublish

Résumé

IBM Watson for Oncology trained by Memorial Sloan Kettering (WFO) is a clinical decision support tool designed to assist physicians in choosing therapies for patients with cancer. Although substantial technical and clinical expertise has guided the development of WFO, patients' perspectives of this technology have not been examined. To facilitate the optimal delivery and implementation of this tool, we solicited patients' perceptions and preferences about WFO. We conducted nine focus groups with 46 patients with breast, lung, or colorectal cancer with various treatment experiences: neoadjuvant/adjuvant chemotherapy, chemotherapy for metastatic disease, or systemic therapy through a clinical trial. In-depth qualitative and quantitative data were collected and analyzed to describe patients' attitudes and perspectives concerning WFO and how it may be used in clinical care. Analysis of the qualitative data identified three main themes: patient acceptance of WFO, physician competence and the physician-patient relationship, and practical and logistic aspects of WFO. Overall, participant feedback suggested high levels of patient interest, perceived value, and acceptance of WFO, as long as it was used as a supplementary tool to inform their physicians' decision making. Participants also described important concerns, including the need for strict processes to guarantee the integrity and completeness of the data presented and the possibility of physician overreliance on WFO. Participants generally reacted favorably to the prospect of WFO being integrated into the cancer treatment decision-making process, but with caveats regarding the comprehensiveness and accuracy of the data powering the system and the potential for giving WFO excessive emphasis in the decision-making process. Addressing patients' perspectives will be critical to ensuring the smooth integration of WFO into cancer care.

Identifiants

pubmed: 30689492
doi: 10.1200/JOP.18.00417
pmc: PMC6494242
doi:

Types de publication

Journal Article Research Support, N.I.H., Extramural

Langues

eng

Sous-ensembles de citation

IM

Pagination

e277-e288

Subventions

Organisme : NCI NIH HHS
ID : P30 CA008748
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR002384
Pays : United States

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Auteurs

Jada G Hamilton (JG)

1 Memorial Sloan Kettering Cancer Center; and Weill Cornell Medical College, New York, NY.

Margaux Genoff Garzon (M)

1 Memorial Sloan Kettering Cancer Center; and Weill Cornell Medical College, New York, NY.

Joy S Westerman (JS)

1 Memorial Sloan Kettering Cancer Center; and Weill Cornell Medical College, New York, NY.

Elyse Shuk (E)

1 Memorial Sloan Kettering Cancer Center; and Weill Cornell Medical College, New York, NY.

Jennifer L Hay (JL)

1 Memorial Sloan Kettering Cancer Center; and Weill Cornell Medical College, New York, NY.

Chasity Walters (C)

1 Memorial Sloan Kettering Cancer Center; and Weill Cornell Medical College, New York, NY.

Elena Elkin (E)

1 Memorial Sloan Kettering Cancer Center; and Weill Cornell Medical College, New York, NY.

Corinna Bertelsen (C)

1 Memorial Sloan Kettering Cancer Center; and Weill Cornell Medical College, New York, NY.

Jessica Cho (J)

1 Memorial Sloan Kettering Cancer Center; and Weill Cornell Medical College, New York, NY.

Bobby Daly (B)

1 Memorial Sloan Kettering Cancer Center; and Weill Cornell Medical College, New York, NY.

Ayca Gucalp (A)

1 Memorial Sloan Kettering Cancer Center; and Weill Cornell Medical College, New York, NY.

Andrew D Seidman (AD)

1 Memorial Sloan Kettering Cancer Center; and Weill Cornell Medical College, New York, NY.

Marjorie G Zauderer (MG)

1 Memorial Sloan Kettering Cancer Center; and Weill Cornell Medical College, New York, NY.

Andrew S Epstein (AS)

1 Memorial Sloan Kettering Cancer Center; and Weill Cornell Medical College, New York, NY.

Mark G Kris (MG)

1 Memorial Sloan Kettering Cancer Center; and Weill Cornell Medical College, New York, NY.

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