Psychotherapy Case Formulation Evidence Grounding and Faithfulness Evaluation Dataset
#evidence grounding #claim-level verification #response faithfulness evaluation #psychotherapy case formulation #clinical evidence verification #mental health AI evaluation
- 5000
- 0.3GB
- JSON
- CATL
MOBIUSI INC
Updated:2026-10-14
AI Analysis & Value Prop
This dataset contains psychotherapy session transcripts, model-generated case formulations, and claim-level annotations for interpretations, pattern summaries, and hypotheses, including the related dialogue evidence and its degree of support. It evaluates whether models accurately ground formulation claims in session content and distinguish explicit statements from inferences. The data supports faithfulness evaluation, evidence-grounding analysis, and domain-specific model assessment in psychotherapy.
Dataset Insights
Sample Examples
{}
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| claim_annotations | array | Annotations for individual interpretations, patterns, or hypotheses in the model-generated formulation, including supporting dialogue evidence and its degree of support. |
| model_formulation | string | The model-generated case formulation to be evaluated. |
| session_transcript | string | The source text of the psychotherapy session, including speaker labels or turn markers when available. |
Compliance Statement
| Authorization Type | Proprietary - Commercial AI Training License (No Redistribution) |
| Commercial Use | Requires exclusive subscription or authorization contract (monthly or per-invocation charging) |
| Privacy and Anonymization | No PII, no real company names, simulated scenarios follow industry standards |
| Compliance System | Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs |
Frequently Asked Questions
- What does the dataset contain?
- It includes psychotherapy session transcripts, model-generated case formulations, and annotations for interpretations, pattern summaries, or hypotheses. The annotations identify related dialogue evidence and indicate its degree of support.
- Which model capabilities can it evaluate?
- It can assess whether a model links formulation claims to relevant session evidence, judges the level of evidential support, and distinguishes facts explicitly stated in the session from model inferences.
- What are the dataset size and file format?
- The available information does not specify the number of samples or downloadable file format. The schema includes session transcripts, model-generated formulations, and claim annotations; consult the product listing for confirmed specifications.
- How can I access the dataset, and is commercial use permitted?
- Access methods, licensing scope, and commercial-use permissions are determined by the product listing or license agreement. For mental health research or product development, follow applicable privacy, security, and professional standards.
Can't find the data you need?
Post a request and let data providers reach out to you.
Get this Dataset
Verified for Enterprise UseCite this Work
@dataset{Mobiusi2026,
title={Psychotherapy Case Formulation Evidence Grounding and Faithfulness Evaluation Dataset},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/be060386d2bfe7821c38d2743f68ed35},
urldate={2026-10-13},
keywords={psychotherapy evaluation dataset,case formulation,session transcript analysis,model faithfulness evaluation,clinical dialogue data,evidence grounding annotations,mental health AI,claim support assessment},
version={1.0}
}Using this in research? Please cite us.
placeholder
placeholder
placeholder
placeholder
placeholder
placeholder
placeholder