A Multistage Fine-Tuning and Empathy Alignment Approach for an Emotional Support Dialogue System: Development and Evaluation Study
- DOI
- 10.2196/95603
- Published
- 2026-10-29
- Container
- Journal of Medical Internet Research
- Publisher
- JMIR Publications Inc.
- Open access
- unknown
Credibility signals
uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.
Show all credibility signals
- supportingDOI registered: A matching record was returned by Crossref.
- supportingDOI resolves: A matching record was returned by Crossref.
- not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredOpen access status: Not checked or no result supplied; no credibility inference made.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- supportingMetadata completeness: All 6 scored descriptive metadata groups are present.
Cite this work
BibTeX
@article{allodium:10.2196/95603,
title = {A Multistage Fine-Tuning and Empathy Alignment Approach for an Emotional Support Dialogue System: Development and Evaluation Study},
author = {Xianbin Wang and Ruolin Wang and Wencheng Yang and Weijun Wang and Wei Pan and Min Jia and Shijie Gao and Xin Zhao},
year = {2026},
journal = {Journal of Medical Internet Research},
doi = {10.2196/95603},
url = {https://doi.org/10.2196/95603}
}RIS
TY - JOUR TI - A Multistage Fine-Tuning and Empathy Alignment Approach for an Emotional Support Dialogue System: Development and Evaluation Study AU - Xianbin Wang AU - Ruolin Wang AU - Wencheng Yang AU - Weijun Wang AU - Wei Pan AU - Min Jia AU - Shijie Gao AU - Xin Zhao PY - 2026 JO - Journal of Medical Internet Research DO - 10.2196/95603 UR - https://doi.org/10.2196/95603 ER -
APA
Wang, X., Wang, R., Yang, W., Wang, W., Pan, W., Jia, M., Gao, S., & Zhao, X. (2026). A Multistage Fine-Tuning and Empathy Alignment Approach for an Emotional Support Dialogue System: Development and Evaluation Study. Journal of Medical Internet Research. https://doi.org/10.2196/95603
Source records
- crossref · retrieved 2026-11-10T12:27:59.359Z