<HashMap><database>biostudies-other</database><scores/><additional><omics_type>Unknown</omics_type><volume>11</volume><submitter>Maaly Nassar</submitter><journal>GigaScience</journal><pagination>giac077</pagination><full_dataset_link>https://www.ebi.ac.uk/biostudies/studies/MODEL2202170014</full_dataset_link><repository>biostudies-other</repository><additional_accession>35950838</additional_accession><pubmed_authors>Maaly Nassar</pubmed_authors></additional><is_claimable>false</is_claimable><name>Nassar2022 - Microbiome state NER model</name><description>Microbiome state model is a Named Entity Recognition (NER) model that identifies and annotates the state of microbiome environment or host in texts. This is the final model version used to annotate metagenomics publications in Europe PMC and enrich metagenomics studies in MGnify with state metadata from literature. For more information, please refer to the following blogs: http://blog.europepmc.org/2020/11/europe-pmc-publications-metagenomics-annotations.html https://www.ebi.ac.uk/about/news/service-news/enriched-metadata-fields-mgnify-based-text-mining-associated-publications</description><dates><release>2022-02-17T00:00:00Z</release><modification>2025-07-14T16:49:21.015Z</modification><creation>2025-04-03T10:46:41.135Z</creation></dates><accession>MODEL2202170014</accession><cross_references><pubmed>35950838</pubmed></cross_references></HashMap>