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Scaling Therapy Supervision: Assessing Psychotherapy Fidelity Using Large Language Models
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LLMpsychotherapyfidelity assessmentsupervision
2610.28772
Builder Relevance
2h ago80%
Abstract
The paper presents an integrated application of large language models to automate psychotherapy fidelity workflows and generate actionable supervisory feedback.
Reality Card
Core Claim
The framework effectively automates psychotherapy fidelity assessment and generates actionable feedback, distinguishing CBT from non-CBT sessions.
Method / Result
Evidence-first reasoning improves fidelity estimation.
Limitations
The study's external construct validity is based on a single randomized controlled trial.
Paper to code
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