Add dataset card

README.md

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+# Kidney Disease-Related Articles Dataset
+
+## Description
+
+This dataset is part of the MSc dissertation study titled 'Investigating the Potential of Identifying Kidney Disease-Related Articles Using Transformer Models and Large Language Models' at the University of Southampton. It consists of 16,297 Meta-Analyses and Systematic Reviews articles extracted from PubMed, published between June 22, 2019, and June 22, 2024. The articles are categorized into two classes:
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+- **Class 1**: Articles related to kidney disease or its treatments.
+- **Class 0**: Articles not related to kidney disease or its treatments.
+
+## Dataset Structure
+
+The dataset is split into train and test sets:
+
+Split | Class 1 | Class 0 | Total
+Train | 5,126 | 7,911 | 13,037
+Test | 1,292 | 1,968 | 3,260
+
+Columns:
+
+- **PMID**: PubMed ID of the article.
+- **ArticleTitle**: Title of the article.
+- **Abstract**: Abstract of the article.
+- **PublicationTypeList**: List of publication types of the article.
+- **MeshHeadingList**: List of MeSH headings of the article.
+- **DateCompleted**: Date the article was completed.
+- **Text**: Concatenation of the article's title and abstract.
+- **label**: Class label (0 or 1).