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LimitationRecognizer

Performance

F1: 0.80, Precision: 0.76, Recall: 0.85, Accuracy: 0.92

Size of dataset: 2257 discussion sentences, 467 of which are limitation sentences (available at https://doi.org/10.5061/dryad.06ds7)

Known issues: Performance measures were obtained on sentences extracted from structured PubMed Central XML files. The performance may be lower for articles with text conversion issues.

 

Performance data available in: https://doi.org/10.1093/jamia/ocy038

Code available at: https://github.com/kilicogluh/limitation-recognizer


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