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Description: Retract is a lightweight screening tool that estimates how strongly an abstract resembles cardiovascular-medicine papers retracted within the last ~5 years. It is powered by a fine-tuned BERT text-classification model trained on 520 retracted research articles (2021–2026) from the Retraction Watch Database, using cardiovascular/vascular/interventional/venous/dialysis/stroke/coronary-related keywords. The control set consists of top-level publications matched by similar keywords from PubMed.
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library_name: transformers
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Build by: ML in Health Science
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Find more: https://mlhs.ink/
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Description: Retract is a lightweight screening tool that estimates how strongly an abstract resembles cardiovascular-medicine papers retracted within the last ~5 years. It is powered by a fine-tuned BERT text-classification model trained on 520 retracted research articles (2021–2026) from the Retraction Watch Database, using cardiovascular/vascular/interventional/venous/dialysis/stroke/coronary-related keywords. The control set consists of top-level publications matched by similar keywords from PubMed.
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library_name: transformers
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