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“Effects On Therapists’ Trust And Perception Of A Decision Support Tool When Adding Decision Transparency To Explain Machine Learning Predictions Of Internet-based Cognitive Behavioral Therapy – Protocol Of A Randomized Experiment” Metadata:

  • Title: ➤  Effects On Therapists’ Trust And Perception Of A Decision Support Tool When Adding Decision Transparency To Explain Machine Learning Predictions Of Internet-based Cognitive Behavioral Therapy – Protocol Of A Randomized Experiment
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  • Internet Archive ID: osf-registrations-fs7nq-v1

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The study this protocol describes aims to evaluate the impact of providing therapists with SHAP-values as explanations of the DST’s prediction of individual patient’s final treatment outcomes on therapists’ trust in predictions and overall trust in the DST, understandability, usability, acceptance, expected clinical behaviour, causal attribution, and overall attitude to the DST. Overall, the study seeks to contribute to the integration of ML into mental health care, addressing challenges related to decision transparency and explainability. The aim of this protocol is not to describe previous relevant research or all exact details of the method, but to ensure that research questions and hypotheses, trial procedures, and how collected data will be used to analyze those, are clearly stated before data collection begins.

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"Effects On Therapists’ Trust And Perception Of A Decision Support Tool When Adding Decision Transparency To Explain Machine Learning Predictions Of Internet-based Cognitive Behavioral Therapy – Protocol Of A Randomized Experiment" is available for download from The Internet Archive in "data" format, the size of the file-s is: 0.96 Mbs, and the file-s went public at Mon Apr 29 2024.

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  • Number of Available Files: 5
  • Added Date: 2024-04-29 15:42:48
  • Scanner: Internet Archive Python library 1.9.9

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