{"title":"人工智能辅助耳鸣支持ChatGPT-4。","authors":"Elvin Alaskarov, Aynur Aliyeva","doi":"10.1007/s00405-025-09719-9","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>To evaluate the effectiveness of ChatGPT-4, an advanced AI language model, in delivering accurate, clear, and relevant information to patients managing tinnitus, especially in settings with limited healthcare access.</p><p><strong>Methods: </strong>ChatGPT-4 was presented with ten common tinnitus-related Questions, guided by the 2014 American Academy of Otolaryngology guidelines. Ten ENT specialists rated its responses across multiple metrics using a 5-point Likert scale. Statistical analyses assessed accuracy, reliability, and overall response quality.</p><p><strong>Results: </strong>ChatGPT-4 demonstrated high accuracy (mean = 85.5%, SD = 5.77), relevance (mean = 90.13%, SD = 5.00), and clarity (mean = 83.93%, SD = 5.13) across responses. Response times were consistently efficient (mean = 84.2%, SD = 5.28). Sensitivity and specificity were estimated at 90% and 95%, respectively. Inter-rater reliability analysis yielded moderate to substantial agreement (Cohen's kappa = 0.65-0.78), and effect size analysis indicated a large impact.</p><p><strong>Conclusion: </strong>ChatGPT-4 provides accurate, timely, and patient-friendly information for tinnitus care, supporting its potential as an adjunct to conventional patient education. This AI tool could bridge gaps in healthcare access, particularly in resource-limited settings, enhancing patient support through accessible and reliable guidance.</p>","PeriodicalId":520614,"journal":{"name":"European archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery","volume":" ","pages":""},"PeriodicalIF":2.2000,"publicationDate":"2025-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Artificial intelligence -assisted tinnitus support with ChatGPT-4.\",\"authors\":\"Elvin Alaskarov, Aynur Aliyeva\",\"doi\":\"10.1007/s00405-025-09719-9\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Purpose: </strong>To evaluate the effectiveness of ChatGPT-4, an advanced AI language model, in delivering accurate, clear, and relevant information to patients managing tinnitus, especially in settings with limited healthcare access.</p><p><strong>Methods: </strong>ChatGPT-4 was presented with ten common tinnitus-related Questions, guided by the 2014 American Academy of Otolaryngology guidelines. Ten ENT specialists rated its responses across multiple metrics using a 5-point Likert scale. Statistical analyses assessed accuracy, reliability, and overall response quality.</p><p><strong>Results: </strong>ChatGPT-4 demonstrated high accuracy (mean = 85.5%, SD = 5.77), relevance (mean = 90.13%, SD = 5.00), and clarity (mean = 83.93%, SD = 5.13) across responses. Response times were consistently efficient (mean = 84.2%, SD = 5.28). Sensitivity and specificity were estimated at 90% and 95%, respectively. Inter-rater reliability analysis yielded moderate to substantial agreement (Cohen's kappa = 0.65-0.78), and effect size analysis indicated a large impact.</p><p><strong>Conclusion: </strong>ChatGPT-4 provides accurate, timely, and patient-friendly information for tinnitus care, supporting its potential as an adjunct to conventional patient education. This AI tool could bridge gaps in healthcare access, particularly in resource-limited settings, enhancing patient support through accessible and reliable guidance.</p>\",\"PeriodicalId\":520614,\"journal\":{\"name\":\"European archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":2.2000,\"publicationDate\":\"2025-10-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"European archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1007/s00405-025-09719-9\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"European archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1007/s00405-025-09719-9","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Artificial intelligence -assisted tinnitus support with ChatGPT-4.
Purpose: To evaluate the effectiveness of ChatGPT-4, an advanced AI language model, in delivering accurate, clear, and relevant information to patients managing tinnitus, especially in settings with limited healthcare access.
Methods: ChatGPT-4 was presented with ten common tinnitus-related Questions, guided by the 2014 American Academy of Otolaryngology guidelines. Ten ENT specialists rated its responses across multiple metrics using a 5-point Likert scale. Statistical analyses assessed accuracy, reliability, and overall response quality.
Results: ChatGPT-4 demonstrated high accuracy (mean = 85.5%, SD = 5.77), relevance (mean = 90.13%, SD = 5.00), and clarity (mean = 83.93%, SD = 5.13) across responses. Response times were consistently efficient (mean = 84.2%, SD = 5.28). Sensitivity and specificity were estimated at 90% and 95%, respectively. Inter-rater reliability analysis yielded moderate to substantial agreement (Cohen's kappa = 0.65-0.78), and effect size analysis indicated a large impact.
Conclusion: ChatGPT-4 provides accurate, timely, and patient-friendly information for tinnitus care, supporting its potential as an adjunct to conventional patient education. This AI tool could bridge gaps in healthcare access, particularly in resource-limited settings, enhancing patient support through accessible and reliable guidance.