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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Biotechnology and Related Fields
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,124 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,124 works in the cohort · of 4,299,418page 2 of 23

Labels cover 9 of 1,124 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 1,124 of 1,124 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Putting translational science on to a global stage
C. Taylor Gilliland, Dorit Zuk, Petr Kočiš, M. S. Johnson, Stewart Hay, Marián Hajdúch +4 more
2016· review· en· Nature Reviews Drug Discovery· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
26
citations
affno abstractunlabeled
A tough transition
Peter Singer, Kathryn Berndtson, C. Shawn Tracy, Emma Cohen, Hassan Masum, James V. Lavery +1 more
2007· article· en· Nature· Medicine
distilled prediction:candidate · research_integrityconsensus · research_integrity
25
citations
venueno affunlabeled
Mass sociogenic illness
E. Weir
2005· article· en· Canadian Medical Association Journal· Medicine
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · research_integrity
25
citations
affno abstractunlabeled
Biotechnology Regulation and Trade
Stuart J. Smyth, William A. Kerr, Peter W.B. Phillips
2017· book· en· Natural resource management and policy· Medicine
distilled prediction:candidate · research_integrityconsensus · research_integrity
25
citations
affunlabeled
The art of limitations
Lorelei Lingard
2015· article· en· Perspectives on Medical Education· Medicine
distilled prediction:candidate · noneconsensus · none
25
citations
affno abstractunlabeled
Off the beaten path
Jonathan D. Buckley, Jorge Gatica, Mark Y.L. Tang, Halla Thorsteinsdóttir, Alok Gupta, Sabine Louët +2 more
2006· article· en· Nature Biotechnology· Medicine
distilled prediction:candidate · research_integrityconsensus · research_integrity
24
citations
fundno affunlabeled
Biotechnology Statistics in OECD Member Countries
Brigitte Van Beuzekom
2001· paratext· en· OECD science, technology and industry working papers· Medicine
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
23
citations
affunlabeled
Venture funding for science-based African health innovation
Hassan Masum, Justin Chakma, Ken Simiyu, Wesley Ronoh, Abdallah S. Daar, Peter Singer
2010· article· en· BMC International Health and Human Rights· Medicine
distilled prediction:candidate · noneconsensus · none
23
citations
afffundunlabeled
Genomics in the land of regulatory science
Weida Tong, Stephen M. Ostroff, Burton W. Blais, Primal Silva, M. Serge Dubuc, Marion J. Healy +1 more
2015· article· en· Regulatory Toxicology and Pharmacology· Medicine
distilled prediction:candidate · noneconsensus · none
22
citations
afffundunlabeled
Health biotechnology publishing takes-off in developing countries
Halla Thorsteinsdóttir, Abdallah S. Daar, Peter Singer, Éric Archambault, Subbiah Arunachalam
2006· article· en· International Journal of Biotechnology· Medicine
distilled prediction:candidate · research_integrityconsensus · research_integrity
21
citations
affno abstractunlabeled
Socio-Economic Considerations in Biotechnology Regulation
Karinne Ludlow, Stuart J. Smyth, José Benjamin Falck‐Zepeda
2013· book· en· Medicine
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
21
citations
venueno affunlabeled
Bye, bye blockbusters, hello niche busters
Richard Collier
2011· article· en· Canadian Medical Association Journal· Medicine
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · research_integrity
20
citations
afffundunlabeled
Strengthening the Role of Genomics in Global Health
Tara Acharya, Abdallah S. Daar, Halla Thorsteinsdóttir, Elizabeth Dowdeswell, Peter Singer
2004· article· en· PLoS Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
20
citations
afffundaboutunlabeled
Biotechnology to improve health in developing countries: a review
Tara Acharya, Robyn Kennedy, Abdallah S. Daar, Peter Singer
2004· review· en· Memórias do Instituto Oswaldo Cruz· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
19
citations
afffundno abstractunlabeled
Health biotechnology innovation on a global stage
Halla Thorsteinsdóttir, Monali Ray, Andrew Kapoor, Abdallah S. Daar
2011· review· en· Nature Reviews Microbiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
18
citations
affno abstractunlabeled
The Economic and Social Dynamics of Biotechnology
Jorge Niosi, John de la Mothe
2000· book· en· Economics of science, technology and innovation· Medicine
distilled prediction:candidate · sts+research_integrityconsensus · none
18
citations
affno abstractunlabeled
Labeling to manage marketing of GM foods
Stuart J. Smyth, Peter W.B. Phillips
2003· article· en· Trends in biotechnology· Medicine
distilled prediction:candidate · research_integrityconsensus · none
17
citations
affno abstractunlabeled
The value of case studies
Ian R. McWhinney
2001· article· en· European Journal of General Practice· Medicine
distilled prediction:candidate · noneconsensus · none
17
citations
afffundno abstractunlabeled
Open biotechnology: licenses needed
Yann Joly
2010· article· en· Nature Biotechnology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
17
citations
affno abstractunlabeled
Editorial, COCOON 2007 special issue
Guohui Lin, Zhipeng Cai
2008· article· en· Journal of Combinatorial Optimization· Medicine
distilled prediction:candidate · research_integrityconsensus · none
17
citations
fundno affunlabeled
Fibrosis Research
John Varga, David A. Brenner, Sem H. Phan
2005· book· es· Humana Press eBooks· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
16
citations
affno abstractunlabeled
Cutting the hedge
Giovanni Barone‐Adesi, Robert J. Elliott
2007· article· en· Computational Economics· Medicine
distilled prediction:candidate · noneconsensus · none
16
citations
aboutno affunlabeled
Tapping the riches of science
William N. Kelley
2009· article· en· Journal of Clinical Investigation· Medicine
distilled prediction:candidate · noneconsensus · none
15
citations
afffundunlabeled
Stagnant Health Technologies in Africa
Ken Simiyu, Abdallah S. Daar, Peter Singer
2010· article· en· Science· Medicine
distilled prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Finding common cause in the patent debate
E. Richard Gold
2000· article· en· Nature Biotechnology· Medicine
distilled prediction:candidate · research_integrityconsensus · research_integrity
15
citations
aboutno affunlabeled
Autm Licensing Survey: Fy 2003 Survey Summary
Ashley J. Stevens, Frances Toneguzzo
2004· article· en· SSRN Electronic Journal· Medicine
distilled prediction:candidate · research_integrityconsensus · research_integrity
14
citations
afffundno abstractunlabeled
The emergence of Egyptian biotechnology from generics
Basma Abdelgafar, Halla Thorsteinsdóttir, Uyen Quach, Peter Singer, Abdallah S. Daar
2004· article· en· Nature Biotechnology· Medicine
distilled prediction:candidate · research_integrityconsensus · research_integrity
14
citations
aboutno affunlabeled
Autm U.S. Licensing Survey: Fy 2004 Survey Summary
Ashley J. Stevens, Frances Toneguzzo, Dana Bostrom
2005· article· en· SSRN Electronic Journal· Medicine
distilled prediction:candidate · research_integrityconsensus · research_integrity
14
citations

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