Update README.md

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, Jonathan 
-Diederichs & Helen Niemeyer is available on [PsyArxiv](https://osf.io/preprints/psyarxiv/uxyzh).
+The corresponding paper "Classifying Positive Results in Clinical Psychology Using Natural Language Processing" by Louis Schiekiera, Jonathan 
+Diederichs & Helen Niemeyer was published in the special issue *Natural Language Processing in Psychology" in [ZfP](https://econtent.hogrefe.com/doi/10.1027/2151-2604/a000563).
 
 ## 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.