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@@ -34,7 +34,7 @@ This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co
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  The dataset containing 3,747 manually curated reasons used for fine-tuning is available in the [Hub](https://huggingface.co/datasets/opentargets/clinical_trial_reason_to_stop).
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- More details on the model training are available in the GitHub project ([link](https://github.com/opentargets/stopReasons)) and in the associated publication (TBC).
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  ## Training procedure
 
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  The dataset containing 3,747 manually curated reasons used for fine-tuning is available in the [Hub](https://huggingface.co/datasets/opentargets/clinical_trial_reason_to_stop).
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+ More details on the model training are available in the GitHub project ([link](https://github.com/opentargets/stopReasons)) and in the associated publication (DOI: 10.1038/s41588-024-01854-z).
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  ## Training procedure