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Assessing the Quality of Biomedical Boolean Search Strings Generated by Prompted and Unprompted Models Using ChatGPT: A Pilot Study.

This pilot study investigated the use of Generative AI using ChatGPT to produce Boolean search strings to query PubMed. The goals were to determine if ChatGPT could be used in search string formation and if so, which approach was most effective. Research outputs from published systematic reviews wer...

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Publicado en:Medical Reference Services Quarterly Vol. 44; no. 1; pp. 31 - 41
Autores principales: Reed, Robyn B., Barnett, Derek J.
Formato: research tables/charts Journal Article
Publicado: Taylor & Francis Ltd Jan-Mar2025
Acceso en línea:Ver este registro en EBSCOhost
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      dt: Jan-Mar2025
      vid: 44
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      pub: Taylor & Francis Ltd
      place: Philadelphia, Pennsylvania
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        10.1080/02763869.2024.2440848
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        atl: Assessing the Quality of Biomedical Boolean Search Strings Generated by Prompted and Unprompted Models Using ChatGPT: A Pilot Study.
      aug:
        au:
          Reed, Robyn B.
          Barnett, Derek J.
        affil: Harrell Health Sciences Library, Penn State College of Medicine, Biomedical Informatics and Emerging Technologies Librarian, 500 University Dr, Hershey, PA, USA
      sug:
        subj:
          Artificial Intelligence, Generative Utilization
          Literature Searching
          PubMed
          Quality Assessment
          Sensitivity and Specificity
          Prediction Models
          Human
          Pilot Studies
          Systematic Review
          Information Retrieval
          Descriptive Statistics
      ab: This pilot study investigated the use of Generative AI using ChatGPT to produce Boolean search strings to query PubMed. The goals were to determine if ChatGPT could be used in search string formation and if so, which approach was most effective. Research outputs from published systematic reviews were compared to outputs from AI generated search strings. While moderate overlap in publication retrieval between published and AI generated search strings was noted, the numbers were not sufficient to completely replicate published search strings and little difference was observed between prompted and unprompted GPT in using ChatGPT.
      pubtype: Academic Journal
      doctype:
        research
        tables/charts
        Journal Article
      ougenre: Article
    language: English
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