artificial intelligence;
bone sarcomas;
chatbots;
chondrosarcoma;
Ewing sarcoma;
osteosarcoma;
D O I:
10.1002/jso.27966
中图分类号:
R73 [肿瘤学];
学科分类号:
100214 ;
摘要:
Background and ObjectivesThe potential impacts of artificial intelligence (AI) chatbots on care for patients with bone sarcoma is poorly understood. Elucidating potential risks and benefits would allow surgeons to define appropriate roles for these tools in clinical care.MethodsEleven questions on bone sarcoma diagnosis, treatment, and recovery were inputted into three AI chatbots. Answers were assessed on a 5-point Likert scale for five clinical accuracy metrics: relevance to the question, balance and lack of bias, basis on established data, factual accuracy, and completeness in scope. Responses were quantitatively assessed for empathy and readability. The Patient Education Materials Assessment Tool (PEMAT) was assessed for understandability and actionability.ResultsChatbots scored highly on relevance (4.24) and balance/lack of bias (4.09) but lower on basing responses on established data (3.77), completeness (3.68), and factual accuracy (3.66). Responses generally scored well on understandability (84.30%), while actionability scores were low for questions on treatment (64.58%) and recovery (60.64%). GPT-4 exhibited the highest empathy (4.12). Readability scores averaged between 10.28 for diagnosis questions to 11.65 for recovery questions.ConclusionsWhile AI chatbots are promising tools, current limitations in factual accuracy and completeness, as well as concerns of inaccessibility to populations with lower health literacy, may significantly limit their clinical utility.
机构:
Univ Pittsburgh, Dept Neurol Surg, Med Ctr, Pittsburgh, PA USA
Albany Med Coll, Dept Neurol Surg, Albany, NY USAUniv Pittsburgh, Dept Neurol Surg, Med Ctr, Pittsburgh, PA USA
Gajjar, Avi A.
Kumar, Rohit Prem
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Dept Neurol Surg, Med Ctr, Pittsburgh, PA USAUniv Pittsburgh, Dept Neurol Surg, Med Ctr, Pittsburgh, PA USA
Kumar, Rohit Prem
Paliwoda, Ethan D.
论文数: 0引用数: 0
h-index: 0
机构:
Albany Med Coll, Albany, NY USAUniv Pittsburgh, Dept Neurol Surg, Med Ctr, Pittsburgh, PA USA
Paliwoda, Ethan D.
Kuo, Cathleen C.
论文数: 0引用数: 0
h-index: 0
机构:
Jacobs Sch Med, Dept Neurol Surg, New York, NY USA
Biomed Sci Univ Buffalo, New York, NY USAUniv Pittsburgh, Dept Neurol Surg, Med Ctr, Pittsburgh, PA USA
Kuo, Cathleen C.
Adida, Samuel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Dept Neurol Surg, Med Ctr, Pittsburgh, PA USA
Univ Pittsburgh, Sch Med, Pittsburgh, PA USAUniv Pittsburgh, Dept Neurol Surg, Med Ctr, Pittsburgh, PA USA
Adida, Samuel
Legarreta, Andrew D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Dept Neurol Surg, Med Ctr, Pittsburgh, PA USAUniv Pittsburgh, Dept Neurol Surg, Med Ctr, Pittsburgh, PA USA
Legarreta, Andrew D.
Deng, Hansen
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Dept Neurol Surg, Med Ctr, Pittsburgh, PA USAUniv Pittsburgh, Dept Neurol Surg, Med Ctr, Pittsburgh, PA USA
Deng, Hansen
Anand, Sharath Kumar
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Dept Neurol Surg, Med Ctr, Pittsburgh, PA USAUniv Pittsburgh, Dept Neurol Surg, Med Ctr, Pittsburgh, PA USA
Anand, Sharath Kumar
Hamilton, D. Kojo
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Dept Neurol Surg, Med Ctr, Pittsburgh, PA USAUniv Pittsburgh, Dept Neurol Surg, Med Ctr, Pittsburgh, PA USA
Hamilton, D. Kojo
Agarwal, Nitin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Dept Neurol Surg, Med Ctr, Pittsburgh, PA USAUniv Pittsburgh, Dept Neurol Surg, Med Ctr, Pittsburgh, PA USA
Agarwal, Nitin
Buell, Thomas J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Dept Neurol Surg, Med Ctr, Pittsburgh, PA USAUniv Pittsburgh, Dept Neurol Surg, Med Ctr, Pittsburgh, PA USA
Buell, Thomas J.
Gerszten, Peter C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Dept Neurol Surg, Med Ctr, Pittsburgh, PA USAUniv Pittsburgh, Dept Neurol Surg, Med Ctr, Pittsburgh, PA USA
Gerszten, Peter C.
Hudson, Joseph S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Dept Neurol Surg, Med Ctr, Pittsburgh, PA USAUniv Pittsburgh, Dept Neurol Surg, Med Ctr, Pittsburgh, PA USA
机构:
Univ Calif San Diego, Qualcomm Inst, La Jolla, CA 92093 USA
Univ Calif San Diego, Dept Med, Div Infect Dis & Global Publ Hlth, La Jolla, CA USAUniv Calif San Diego, Qualcomm Inst, La Jolla, CA 92093 USA
Ayers, John W.
Poliak, Adam
论文数: 0引用数: 0
h-index: 0
机构:
Bryn Mawr Coll, Dept Comp Sci, Bryn Mawr, PA USAUniv Calif San Diego, Qualcomm Inst, La Jolla, CA 92093 USA
Poliak, Adam
Dredze, Mark
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Univ, Dept Comp Sci, Baltimore, MD USAUniv Calif San Diego, Qualcomm Inst, La Jolla, CA 92093 USA
Dredze, Mark
Leas, Eric C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Qualcomm Inst, La Jolla, CA 92093 USA
Univ Calif San Diego, Herbert Wertheim Sch Publ Hlth & Human Longev Sci, La Jolla, CA USAUniv Calif San Diego, Qualcomm Inst, La Jolla, CA 92093 USA
Leas, Eric C.
Zhu, Zechariah
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Qualcomm Inst, La Jolla, CA 92093 USAUniv Calif San Diego, Qualcomm Inst, La Jolla, CA 92093 USA
Zhu, Zechariah
Kelley, Jessica B.
论文数: 0引用数: 0
h-index: 0
机构:
Human Longev, La Jolla, CA USAUniv Calif San Diego, Qualcomm Inst, La Jolla, CA 92093 USA
Kelley, Jessica B.
Faix, Dennis J.
论文数: 0引用数: 0
h-index: 0
机构:
Naval Hlth Res Ctr, Navy, San Diego, CA USAUniv Calif San Diego, Qualcomm Inst, La Jolla, CA 92093 USA
Faix, Dennis J.
Goodman, Aaron M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Med, Div Blood & Marrow Transplantat, La Jolla, CA USA
Univ Calif San Diego, Moores Canc Ctr, La Jolla, CA USAUniv Calif San Diego, Qualcomm Inst, La Jolla, CA 92093 USA
Goodman, Aaron M.
Longhurst, Christopher A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Biomed Informat, La Jolla, CA USAUniv Calif San Diego, Qualcomm Inst, La Jolla, CA 92093 USA
Longhurst, Christopher A.
Hogarth, Michael
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Biomed Informat, La Jolla, CA USA
Univ Calif San Diego, Altman Clin Translat Res Inst, La Jolla, CA USAUniv Calif San Diego, Qualcomm Inst, La Jolla, CA 92093 USA
Hogarth, Michael
Smith, Davey M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Med, Div Infect Dis & Global Publ Hlth, La Jolla, CA USA
Univ Calif San Diego, Altman Clin Translat Res Inst, La Jolla, CA USAUniv Calif San Diego, Qualcomm Inst, La Jolla, CA 92093 USA
机构:
Princess Margaret Hosp, Canc Ctr, Radiat Med Program, Toronto, ON, Canada
Univ Toronto, Temerty Fac Med, Toronto, ON, CanadaPrincess Margaret Canc Ctr, Dept Radiat Oncol, 610 Univ Ave, Toronto, ON M5G 2M9, Canada
Chen, David
Parsa, Rod
论文数: 0引用数: 0
h-index: 0
机构:
Princess Margaret Hosp, Canc Ctr, Radiat Med Program, Toronto, ON, Canada
McMaster Univ, Michael G DeGroote Sch Med, Hamilton, ON, CanadaPrincess Margaret Canc Ctr, Dept Radiat Oncol, 610 Univ Ave, Toronto, ON M5G 2M9, Canada
Parsa, Rod
Hope, Andrew
论文数: 0引用数: 0
h-index: 0
机构:
Princess Margaret Hosp, Canc Ctr, Radiat Med Program, Toronto, ON, Canada
Univ Toronto, Dept Radiat Oncol, Toronto, ON, CanadaPrincess Margaret Canc Ctr, Dept Radiat Oncol, 610 Univ Ave, Toronto, ON M5G 2M9, Canada
Hope, Andrew
Hannon, Breffni
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hlth Network, Dept Support Care, Toronto, ON, Canada
Univ Toronto, Dept Med, Toronto, ON, CanadaPrincess Margaret Canc Ctr, Dept Radiat Oncol, 610 Univ Ave, Toronto, ON M5G 2M9, Canada
Hannon, Breffni
Mak, Ernie
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hlth Network, Dept Support Care, Toronto, ON, Canada
Univ Toronto, Dept Family & Community Med, Toronto, ON, CanadaPrincess Margaret Canc Ctr, Dept Radiat Oncol, 610 Univ Ave, Toronto, ON M5G 2M9, Canada
Mak, Ernie
Eng, Lawson
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hlth Network Toronto, Princess Margaret Canc Ctr, Dept Med, Div Med Oncol & Hematol, Toronto, ON, Canada
Univ Toronto, Dept Med, Div Med Oncol, Toronto, ON, CanadaPrincess Margaret Canc Ctr, Dept Radiat Oncol, 610 Univ Ave, Toronto, ON M5G 2M9, Canada
Eng, Lawson
Liu, Fei-Fei
论文数: 0引用数: 0
h-index: 0
机构:
Princess Margaret Hosp, Canc Ctr, Radiat Med Program, Toronto, ON, Canada
Univ Toronto, Dept Radiat Oncol, Toronto, ON, CanadaPrincess Margaret Canc Ctr, Dept Radiat Oncol, 610 Univ Ave, Toronto, ON M5G 2M9, Canada
Liu, Fei-Fei
Fallah-Rad, Nazanin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hlth Network Toronto, Princess Margaret Canc Ctr, Dept Med, Div Med Oncol & Hematol, Toronto, ON, CanadaPrincess Margaret Canc Ctr, Dept Radiat Oncol, 610 Univ Ave, Toronto, ON M5G 2M9, Canada
Fallah-Rad, Nazanin
Heesters, Ann M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hlth Network, Dept Clin & Org Ethics, Toronto, ON, Canada
Univ Hlth Network, Inst Educ Res, Toronto, ON, Canada
Univ Toronto, Dalla Lana Sch Publ Hlth, Toronto, ON, Canada
Univ Toronto, Joint Ctr Bioeth, Toronto, ON, CanadaPrincess Margaret Canc Ctr, Dept Radiat Oncol, 610 Univ Ave, Toronto, ON M5G 2M9, Canada
Heesters, Ann M.
Raman, Srinivas
论文数: 0引用数: 0
h-index: 0
机构:
Princess Margaret Canc Ctr, Dept Radiat Oncol, 610 Univ Ave, Toronto, ON M5G 2M9, Canada
Princess Margaret Hosp, Canc Ctr, Radiat Med Program, Toronto, ON, Canada
Univ Toronto, Dept Radiat Oncol, Toronto, ON, CanadaPrincess Margaret Canc Ctr, Dept Radiat Oncol, 610 Univ Ave, Toronto, ON M5G 2M9, Canada
机构:
Harvard Med Sch, Beth Israel Deaconess Med Ctr, Breast Surg Oncol, Dept Surg, Boston, MA USAHarvard Med Sch, Beth Israel Deaconess Med Ctr, Breast Surg Oncol, Dept Surg, Boston, MA USA
Roldan-Vasquez, Estefania
Mitri, Samir
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Beth Israel Deaconess Med Ctr, Breast Surg Oncol, Dept Surg, Boston, MA USAHarvard Med Sch, Beth Israel Deaconess Med Ctr, Breast Surg Oncol, Dept Surg, Boston, MA USA
Mitri, Samir
Bhasin, Shreya
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Beth Israel Deaconess Med Ctr, Breast Surg Oncol, Dept Surg, Boston, MA USA
Univ Rochester, Sch Med & Dent, Rochester, NY USAHarvard Med Sch, Beth Israel Deaconess Med Ctr, Breast Surg Oncol, Dept Surg, Boston, MA USA
Bhasin, Shreya
Bharani, Tina
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Beth Israel Deaconess Med Ctr, Breast Surg Oncol, Dept Surg, Boston, MA USA
Harvard Med Sch, Brigham & Womens Hosp, Dept Surg, Boston, MA USAHarvard Med Sch, Beth Israel Deaconess Med Ctr, Breast Surg Oncol, Dept Surg, Boston, MA USA
Bharani, Tina
Capasso, Kathryn
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Beth Israel Deaconess Med Ctr, Breast Surg Oncol, Dept Surg, Boston, MA USAHarvard Med Sch, Beth Israel Deaconess Med Ctr, Breast Surg Oncol, Dept Surg, Boston, MA USA
Capasso, Kathryn
Haslinger, Michelle
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Beth Israel Deaconess Med Ctr, Breast Surg Oncol, Dept Surg, Boston, MA USAHarvard Med Sch, Beth Israel Deaconess Med Ctr, Breast Surg Oncol, Dept Surg, Boston, MA USA
Haslinger, Michelle
Sharma, Ranjna
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Beth Israel Deaconess Med Ctr, Breast Surg Oncol, Dept Surg, Boston, MA USAHarvard Med Sch, Beth Israel Deaconess Med Ctr, Breast Surg Oncol, Dept Surg, Boston, MA USA
Sharma, Ranjna
James, Ted A.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Beth Israel Deaconess Med Ctr, Breast Surg Oncol, Dept Surg, Boston, MA USA
Harvard Med Sch, Beth Israel Deaconess Med Ctr, Dept Surg, Breast Surg Oncol,Linsey BreastCare Ctr,Acad Affai, 330 Brookline Ave, Boston, MA 02115 USAHarvard Med Sch, Beth Israel Deaconess Med Ctr, Breast Surg Oncol, Dept Surg, Boston, MA USA