Data-reflector: an agentic exploratory data analysis platform for researchers.

Sabounchi M, Hazare N, Capone C, Jangda M, Oh W, Jayaraman P, Gupta S, Sawant A, Kuschner Z, Parchure P, Timsina P, Kaplan B, Vakil A, Kohli-Seth R, Kovatch P, Zebrowski A, Glicksberg B, Agrawal P, Darrow B, Stump L, Charney A, Nadkarni GN, Sakhuja A

Open source

DOI: 10.1093/jamiaopen/ooag194
Published: 2026 Oct
Container: JAMIA open
Publisher: Not recorded
Open access: yes

Credibility signals

limited evidence Score 45/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
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. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
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. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1093/jamiaopen/ooag194,
  title = {Data-reflector: an agentic exploratory data analysis platform for researchers.},
  author = {Sabounchi M and Hazare N and Capone C and Jangda M and Oh W and Jayaraman P and Gupta S and Sawant A and Kuschner Z and Parchure P and Timsina P and Kaplan B and Vakil A and Kohli-Seth R and Kovatch P and Zebrowski A and Glicksberg B and Agrawal P and Darrow B and Stump L and Charney A and Nadkarni GN and Sakhuja A},
  year = {2026},
  journal = {JAMIA open},
  doi = {10.1093/jamiaopen/ooag194},
  url = {https://doi.org/10.1093/jamiaopen/ooag194}
}

RIS

TY  - JOUR
TI  - Data-reflector: an agentic exploratory data analysis platform for researchers.
AU  - Sabounchi M
AU  - Hazare N
AU  - Capone C
AU  - Jangda M
AU  - Oh W
AU  - Jayaraman P
AU  - Gupta S
AU  - Sawant A
AU  - Kuschner Z
AU  - Parchure P
AU  - Timsina P
AU  - Kaplan B
AU  - Vakil A
AU  - Kohli-Seth R
AU  - Kovatch P
AU  - Zebrowski A
AU  - Glicksberg B
AU  - Agrawal P
AU  - Darrow B
AU  - Stump L
AU  - Charney A
AU  - Nadkarni GN
AU  - Sakhuja A
PY  - 2026
JO  - JAMIA open
DO  - 10.1093/jamiaopen/ooag194
UR  - https://doi.org/10.1093/jamiaopen/ooag194
ER  -

APA

M, S., N, H., C, C., M, J., W, O., P, J., S, G., A, S., Z, K., P, P., P, T., B, K., A, V., R, K., P, K., A, Z., B, G., P, A., B, D., L, S., A, C., GN, N., & A, S. (2026). Data-reflector: an agentic exploratory data analysis platform for researchers.. JAMIA open. https://doi.org/10.1093/jamiaopen/ooag194

Source records

pubmed · retrieved 2026-11-10T09:44:11.680Z
europe-pmc · retrieved 2026-11-10T09:44:11.679Z