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README.md

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 ## Model
 SciBERT text classification model for positive and negative results prediction in scientific abstracts of clinical psychology and psychotherapy. 
-The preprint "Classifying Positive Results in Clinical Psychology Using Natural Language Processing" by Louis Schiekiera, Helen Niemeyer & Jonathan 
-Diederichs is available on [PsyArxiv](https://osf.io/preprints/psyarxiv/uxyzh).
+The preprint "Classifying Positive Results in Clinical Psychology Using Natural Language Processing" by Louis Schiekiera, Jonathan 
+Diederichs & Helen Niemeyer is available on [PsyArxiv](https://osf.io/preprints/psyarxiv/uxyzh).
 
 ## Data
 We annotated over 1,900 clinical psychology abstracts into two categories: 'positive results only' and 'mixed or negative results', and trained models using SciBERT.