🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 3%percentile
1.3Author DataRank

Indexed papers

2in pilot corpus
datarank_citation_only_1hop_v6· scope data_onlyMethodology
Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 2 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Top data-sharing exemplar

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Top 23%
0.892DataRank
Top 23%36 citations

Umair Ayub, Syed Arsalan Ahmed Naqvi, Kaneez Zahra Rubab Khakwani, Zaryab bin Riaz Sipra, Ammad Raina +16 more

Papers

Driven by 8 papers — median percentile 66. Top paper: Collaborative large language models for automated data extraction in living systematic reviews.

Top 23%
0.892DataRank
Top 23%36 citations

Umair Ayub, Syed Arsalan Ahmed Naqvi, Kaneez Zahra Rubab Khakwani, Zaryab bin Riaz Sipra, Ammad Raina +16 more

Top 46%8 citations

Umair Ayub, Syed Arsalan Ahmed Naqvi, Kaneez Zahra Rubab Khakwani, Zaryab bin Riaz Sipra, Ammad Raina +16 more

5 citations

Gina L. Mazza, Robyn M. Scherber, Holly L. Geyer, Krisstina Gowin, Jeanne Palmer +6 more

34 citations

Anna Ritá Migliaccio, Heidi Kosiorek, Rupali Bhave, Jeanne Palmer, Andrew Kuykendall +29 more

0 citations

Corey Cutler, Joseph Pidala, Daniel J. Weisdorf, Stephanie J. Lee, Xiaoyu Chai +14 more

8 citations

Heidi Kosiorek, Amylou C. Dueck, Jeanne Palmer, Lisa Sproat, James M. Bogenberger +6 more

20 citations

Donal P. McLornan, Kwang Woo Ahn, Noel Estrada‐Merly, Juan Carlos Hernández‐Boluda, Sergio Giralt +46 more

95 citations

Daniel J. DeAngelo, Jeanne Palmer, Christopher S. Seet, Martin S. Tallman, Xin Wei +8 more