{"database":"biostudies-literature","file_versions":[],"scores":null,"additional":{"omics_type":["Unknown"],"volume":["8(11)"],"submitter":["Garcia-Rudolph A"],"pubmed_abstract":["<h4>Background</h4>The World Health Organization's International Classification of Functioning Disability and Health (ICF) conceptualizes disability not solely as a problem that resides in the individual, but as a health experience that occurs in a context. Word embeddings build on the idea that words that occur in similar contexts tend to have similar meanings. In spite of both sharing \"context\" as a key component, word embeddings have been scarcely applied in disability. In this work, we propose social media (particularly, Reddit) to link them.<h4>Objective</h4>The objective of our study is to train a model for generating word associations using a small dataset (a subreddit on disability) able to retrieve meaningful content. This content will be formally validated and applied to the disc"],"journal":["JMIR medical informatics"],"pagination":["e17903"],"full_dataset_link":["https://www.ebi.ac.uk/biostudies/studies/S-EPMC7718084"],"repository":["biostudies-literature"],"pubmed_title":["Discovering the Context of People With Disabilities: Semantic Categorization Test and Environmental Factors Mapping of Word Embeddings from Reddit."],"pmcid":["PMC7718084"],"pubmed_authors":["Garcia-Rudolph A","Cegarra B","Sauri J","Bernabeu Guitart M"],"additional_accession":[]},"is_claimable":false,"name":"Discovering the Context of People With Disabilities: Semantic Categorization Test and Environmental Factors Mapping of Word Embeddings from Reddit.","description":"<h4>Background</h4>The World Health Organization's International Classification of Functioning Disability and Health (ICF) conceptualizes disability not solely as a problem that resides in the individual, but as a health experience that occurs in a context. Word embeddings build on the idea that words that occur in similar contexts tend to have similar meanings. In spite of both sharing \"context\" as a key component, word embeddings have been scarcely applied in disability. In this work, we propose social media (particularly, Reddit) to link them.<h4>Objective</h4>The objective of our study is to train a model for generating word associations using a small dataset (a subreddit on disability) able to retrieve meaningful content. This content will be formally validated and applied to the disc","dates":{"release":"2020-01-01T00:00:00Z","publication":"2020 Nov","modification":"2025-04-03T22:15:09.26Z","creation":"2021-02-20T07:37:04Z"},"accession":"S-EPMC7718084","cross_references":{"pubmed":["33216006"],"doi":["10.2196/17903"]}}