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

Mariette Smith

Western Cape Department of Health

ORCID: 0000-0001-8613-6328

Also affiliated with University of Cape Town

MedicineMathematics

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 6%percentile
0.171Author DataRank

Indexed papers

1in 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 1 indexed paper 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 67%2 citations

Helena Rabie, Brian Eley, Lisa Frigati, James Nuttall, Emma Kalk +6 more

Papers

Driven by 8 papers — median percentile 33. Top paper: Risk Factors for Coronavirus Disease 2019 (COVID-19) Death in a Population Cohort Study from the Western Cape Province, South Africa.

598 citations

Mary‐Ann Davies, Hannah Hussey, Muzzammil Ismail, Erna Morden, Ziyanda Vundle +95 more

Top 67%2 citations

Helena Rabie, Brian Eley, Lisa Frigati, James Nuttall, Emma Kalk +6 more

15 citations

Alexa Heekes, Mariette Smith, Karen Jennings, Vanessa Mudaly, Pauline Pieters +6 more

N/A
0DataRank · unranked
7 citations

Alexa Heekes, Mariette Smith, Andrew Boulle, Nicki Tiffin, Themba Mutemaringa

1 citations

Helena Vreede, Mary‐Ann Davies, Alexa Heekes, Emma Kalk, Diana Hardie +19 more

1 citations

Mariette Smith, Danite Bester, Magriet van Niekerk, Regan Solomons, Ronald van Toorn +7 more

0 citations

Mariette Smith, Cari Van Schalwyk, Leigh F. Johnson, Vanessa Mudaly, Erika Mohr-Holland +9 more

5 citations

Helena Vreede, Mary‐Ann Davies, Alexa Heekes, Emma Kalk, Diana Hardie +20 more