{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,10]],"date-time":"2026-06-10T22:56:38Z","timestamp":1781132198323,"version":"3.54.1"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643685168","type":"print"},{"value":"9781643685175","type":"electronic"}],"license":[{"start":{"date-parts":[[2024,4,26]],"date-time":"2024-04-26T00:00:00Z","timestamp":1714089600000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,4,26]]},"abstract":"<jats:p>This study scrutinizes free AI tools tailored for supporting literature review and analysis in academic research, emphasizing their response to direct inquiries. Through a targeted keyword search, we cataloged relevant AI tools and evaluated their output variation and source validity. Our results reveal a spectrum of response qualities, with some tools integrating non-academic sources and others depending on outdated information. Notably, most tools showed a lack of transparency in source selection. Our study highlights two key limitations: the exclusion of commercial AI tools and the focus solely on tools that accept direct research queries. This raises questions about the potential capabilities of paid tools and the efficacy of combining various AI tools for enhanced research outcomes. Future research should explore the integration of diverse AI tools, assess the impact of commercial tools, and investigate the algorithms behind response variability. This study contributes to a better understanding of AI\u2019s role in academic research, emphasizing the importance of careful selection and critical evaluation of these tools in academic endeavors.<\/jats:p>","DOI":"10.3233\/shti240038","type":"book-chapter","created":{"date-parts":[[2024,4,29]],"date-time":"2024-04-29T09:41:35Z","timestamp":1714383695000},"source":"Crossref","is-referenced-by-count":15,"title":["Quality and Effectiveness of AI Tools for Students and Researchers for Scientific Literature Review and Analysis"],"prefix":"10.3233","author":[{"given":"Martin","family":"Danler","sequence":"first","affiliation":[{"name":"Division for Digital Medicine and Telehealth, UMIT TIROL - Private University for Health Sciences and Health Technology, Hall in Tirol, Austria"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Werner O.","family":"Hackl","sequence":"additional","affiliation":[{"name":"Division for Digital Medicine and Telehealth, UMIT TIROL - Private University for Health Sciences and Health Technology, Hall in Tirol, Austria"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sabrina B.","family":"Neururer","sequence":"additional","affiliation":[{"name":"Division for Digital Medicine and Telehealth, UMIT TIROL - Private University for Health Sciences and Health Technology, Hall in Tirol, Austria"},{"name":"Department of Clinical Epidemiology, Tyrolean Federal Institute for Integrated Care, Tirol Kliniken GmbH, Innsbruck, Austria"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bernhard","family":"Pfeifer","sequence":"additional","affiliation":[{"name":"Division for Digital Medicine and Telehealth, UMIT TIROL - Private University for Health Sciences and Health Technology, Hall in Tirol, Austria"},{"name":"Department of Clinical Epidemiology, Tyrolean Federal Institute for Integrated Care, Tirol Kliniken GmbH, Innsbruck, Austria"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","dHealth 2024"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI240038","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,4,29]],"date-time":"2024-04-29T09:41:35Z","timestamp":1714383695000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI240038"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,4,26]]},"ISBN":["9781643685168","9781643685175"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti240038","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,4,26]]}}}