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        Assessing the performance of ChatGPT in answering questions regarding cirrhosis and hepatocellular carcinoma

        Yee Hui Yeo,Jamil S. Samaan,Wee Han Ng,Peng-Sheng Ting,Hirsh Trivedi,Aarshi Vipani,Walid Ayoub,Ju Dong Yang,Omer Liran,Brennan Spiegel,Alexander Kuo 대한간학회 2023 Clinical and Molecular Hepatology(대한간학회지) Vol.29 No.3

        Background/Aims: Patients with cirrhosis and hepatocellular carcinoma (HCC) require extensive and personalized care to improve outcomes. ChatGPT (Generative Pre-trained Transformer), a large language model, holds the potential to provide professional yet patient-friendly support. We aimed to examine the accuracy and reproducibility of ChatGPT in answering questions regarding knowledge, management, and emotional support for cirrhosis and HCC. Methods: ChatGPT’s responses to 164 questions were independently graded by two transplant hepatologists and resolved by a third reviewer. The performance of ChatGPT was also assessed using two published questionnaires and 26 questions formulated from the quality measures of cirrhosis management. Finally, its emotional support capacity was tested. Results: We showed that ChatGPT regurgitated extensive knowledge of cirrhosis (79.1% correct) and HCC (74.0% correct), but only small proportions (47.3% in cirrhosis, 41.1% in HCC) were labeled as comprehensive. The performance was better in basic knowledge, lifestyle, and treatment than in the domains of diagnosis and preventive medicine. For the quality measures, the model answered 76.9% of questions correctly but failed to specify decision-making cut-offs and treatment durations. ChatGPT lacked knowledge of regional guidelines variations, such as HCC screening criteria. However, it provided practical and multifaceted advice to patients and caregivers regarding the next steps and adjusting to a new diagnosis. Conclusions: We analyzed the areas of robustness and limitations of ChatGPT’s responses on the management of cirrhosis and HCC and relevant emotional support. ChatGPT may have a role as an adjunct informational tool for patients and physicians to improve outcomes.

      • Patient-Reported Outcomes and Quality of Life in PROFILE 1007: A Randomized Trial of Crizotinib Compared with Chemotherapy in Previously Treated Patients with ALK-Positive Advanced Non-Small-Cell Lung Cancer

        Blackhall, Fiona,Kim, Dong-Wan,Besse, Benjamin,Nokihara, Hiroshi,Han, Ji-Youn,Wilner, Keith D.,Reisman, Arlene,Iyer, Shrividya,Hirsh, Vera,Shaw, Alice T. Elsevier 2014 JOURNAL OF THORACIC ONCOLOGY Vol.9 No.11

        <P>Introduction: The main objective of the current post hoc analysis was to compare patient-reported outcomes between crizotinib (N = 172) and chemotherapy subgroups (pemetrexed [N = 99] and docetaxel [N = 72]) in previously treated patients with advanced ALK-positive non-small-cell lung cancer, in PROFILE 1007 study (Pfizer; NCT0093283). Methods: Patient-reported outcomes were assessed at baseline, day 1 of each cycle, and end of treatment. General health status was measured using the EuroQol-5D visual analog scale and health utility index scores were assessed using the EuroQol-5D descriptive system. Functioning, lung cancer symptoms, and global quality of life (QOL) were assessed using European Organisation for Research and Treatment of Cancer QLQ-C30 and the QLQ-LC13 lung cancer module. Repeated measures mixed-effects analyses compared overall scores and change from baseline scores, controlling for baseline scores. Results: The overall mean EQ-5D health utility index scores (95% CI) on treatment were significantly greater (p < 0.05) for crizotinib (0.82 [0.79-0.85]) than for chemotherapy (0.73 [0.70-0.77]; 0.74 [0.70-0.79] for pemetrexed and 0.66 [0.58-0.74] for docetaxel). A significantly greater improvement from baseline was observed with crizotinib versus pemetrexed and versus docetaxel treatment groups for general health status, physical functioning, global QOL, dyspnea, fatigue, and pain. Improvement rates for fatigue, cough, pain, dyspnea, and global QOL were significantly greater on crizotinib compared with pemetrexed and docetaxel, respectively. Worsening rates for diarrhea and constipation were higher with crizotinib. Conclusion: The benefits of crizotinib in improving symptoms and QOL are demonstrated regardless of whether the comparator is pemetrexed or docetaxel.</P>

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