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

Kalotina Machini

Brigham and Women's Hospital

ORCID: 0000-0002-1134-2829

Also affiliated with Mass General Brigham

Biochemistry, Genetics and Molecular Biology

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 2%percentile
2.2Author 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.

Returning actionable genomic results in a research biobank: Analytic validity, clinical implementation, and resource utilization

The American Journal of Human Genetics(2021)10.1016/j.ajhg.2021.10.005
Top 11%
1.9DataRank
Top 11%73 citations

Nidhi Shah, Kalotina Machini, Emma Perez, Kurt D. Christensen, Hana Zouk +15 more

Papers

Driven by 5 papers — median percentile 68. Top paper: “Returning actionable genomic results in a research biobank: Analytic validity, clinical implementation, and resource utilization”.

Returning actionable genomic results in a research biobank: Analytic validity, clinical implementation, and resource utilization

The American Journal of Human Genetics(2021)10.1016/j.ajhg.2021.10.005
Top 11%
1.9DataRank
Top 11%73 citations

Nidhi Shah, Kalotina Machini, Emma Perez, Kurt D. Christensen, Hana Zouk +15 more

Returning Actionable Genomic Results in a Research Biobank: Analytic Validity, Clinical Implementation and Resource Utilization

medRxiv(2021)10.1101/2021.08.03.21261489
Top 53%
0.319DataRank
Top 53%4 citations

Nidhi Shah, Kalotina Machini, Emma Perez, Kurt D. Christensen, Hana Zouk +15 more

Quantifying Downstream Healthcare Utilization in Studies of Genomic Testing

Value in Health(2020)10.1016/j.jval.2020.01.017
N/A
0DataRank · unranked
15 citations

Dmitry Dukhovny, Kathryn A. Phillips, Alan H. Beggs, Robert C. Green, Richard B. Parad +27 more

Preparing to Integrate Generative Pretrained Transformer Series 4 models into Genetic Variant Assessment Workflows: Assessing Performance, Drift, and Nondeterminism Characteristics Relative to Classifying Functional Evidence in Literature

arXiv (Cornell University)(2023)10.48550/arxiv.2312.13521
N/A
0DataRank · unranked
1 citations

Kalotina Machini, Ji-Yeon Shin, Pranav Sriraman, Hamill, Sean, Emma R. Henricks +6 more

Family genetic risk communication and reverse cascade testing in the BabySeq project

Genetics in Medicine(2024)10.1016/j.gim.2024.101350
N/A
0DataRank · unranked
3 citations

Hadley Stevens Smith, Stacey Pereira, Casie A. Genetti, Amy L. McGuire, Alan H. Beggs +38 more