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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 1 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.

affunlabeled
Global implementation of genomic medicine: We are not alone
Teri A. Manolio, Marc Abramowicz, Fahd Al‐Mulla, Warwick P. Anderson, Rudi Balling, Adam C. Berger +38 more
2015· review· en· Science Translational Medicine· Medicine
distilled prediction:candidate · stsconsensus · none
246
citations
afffundno abstractunlabeled
Chinese health biotech and the billion-patient market
Sarah E Frew, Stephen M. Sammut, Alysha F Shore, Joshua Ramjist, Sara Al-Bader, Rahim Rezaie +2 more
2008· review· en· Nature Biotechnology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
103
citations
aboutno affunlabeled
Nanotechnology: risk, ethics and law
2007· article· en· Choice Reviews Online· Medicine
distilled prediction:candidate · research_integrityconsensus · research_integrity
94
citations
afffundno abstractunlabeled
India's health biotech sector at a crossroads
Sarah E Frew, Rahim Rezaie, Stephen M. Sammut, Monali Ray, Abdallah S. Daar, Peter Singer
2007· article· en· Nature Biotechnology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
92
citations
affno abstractunlabeled
South Africa: from species cradle to genomic applications
Billie-Jo Hardy, Béatrice Séguin, Raj Ramesar, Peter Singer, Abdallah S. Daar
2008· review· en· Nature Reviews Genetics· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
57
citations
afffundno abstractunlabeled
Health biotechnology in China—reawakening of a giant
Zhenzhen Li, Wen Ke, Halla Thorsteinsdóttir, Uyen Quach, Peter Singer, Abdallah S. Daar
2004· article· en· Nature Biotechnology· Medicine
distilled prediction:candidate · research_integrityconsensus · research_integrity
51
citations
afffundno abstractunlabeled
Nanotechnology, equity and global health
Fabio Salamanca‐Buentello, Abdallah S. Daar
2021· article· en· Nature Nanotechnology· Medicine
distilled prediction:candidate · research_integrityconsensus · research_integrity
50
citations
affno abstractunlabeled
To burst, or rather, not to burst
Mircea Steriade
2001· letter· en· Nature Neuroscience· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
47
citations
affunlabeled
Understanding Metaphors in the Life Sciences
Andrew S. Reynolds
2022· book· en· Cambridge University Press eBooks· Medicine
distilled prediction:candidate · research_integrityconsensus · research_integrity
46
citations
affno abstractunlabeled
A world without competition
Peter A. Abrams
2001· article· en· Nature· Medicine
distilled prediction:candidate · research_integrityconsensus · research_integrity
41
citations
affunlabeled
Perspectives on Drug Repurposing
Alejandro Schcolnik‐Cabrera, Daniel Juárez-López, Alfonso Dueñas‐González
2020· article· en· Current Medicinal Chemistry· Medicine
distilled prediction:candidate · research_integrityconsensus · none
41
citations
affno abstractunlabeled
The emergence of the nanobiotechnology industry
Elicia Maine, V. J. Thomas, Martin Bliemel, Armstrong Murira, James M. Utterback
2014· article· en· Nature Nanotechnology· Medicine
distilled prediction:candidate · research_integrityconsensus · research_integrity
41
citations
afffundno abstractunlabeled
South-South entrepreneurial collaboration in health biotech
Halla Thorsteinsdóttir, Christina C Melon, Monali Ray, Sharon Chakkalackal, Michelle Li, Jan E Cooper +11 more
2010· article· en· Nature Biotechnology· Medicine
distilled prediction:candidate · research_integrityconsensus · research_integrity
38
citations
affno abstractunlabeled
Introduction: promoting global health through biotechnology
Halla Thorsteinsdóttir, Uyen Quach, Douglas K. Martin, Abdallah S. Daar, Peter Singer
2004· article· en· Nature Biotechnology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
36
citations
afffundno abstractunlabeled
Small but tenacious: South Africa's health biotech sector
Sara Al-Bader, Sarah E Frew, Insiya Essajee, Victor Y. Liu, Abdallah S. Daar, Peter Singer
2009· article· en· Nature Biotechnology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
32
citations
affunlabeled
The “natural history” of health technology assessment
Renaldo N. Battista, Matthew Hodge
2009· article· en· International Journal of Technology Assessment in Health Care· Medicine
distilled prediction:candidate · research_integrityconsensus · research_integrity
29
citations
affunlabeled
Embrace experimentation in biosecurity governance
Sam Weiss Evans, Jacob Beal, Kavita M. Berger, Diederik A. Bleijs, Alessia Cagnetti, Francesca Ceroni +12 more
2020· article· en· Science· Medicine
distilled prediction:candidate · noneconsensus · none
29
citations
afffundno abstractunlabeled
South Africa—blazing a trail for African biotechnology
Marion Motari, Uyen Quach, Halla Thorsteinsdóttir, Douglas K. Martin, Abdallah S. Daar, Peter Singer
2004· article· en· Nature Biotechnology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
29
citations
afffundno abstractunlabeled
Innovative drugs and vaccines in China, India and Brazil
Rahim Rezaie, Anita M. McGahan, Abdallah S. Daar, Peter Singer
2012· letter· en· Nature Biotechnology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
29
citations
affno abstractunlabeled
Gene Therapy Arrives
Jim Daley
2019· article· en· Nature· Medicine
distilled prediction:candidate · research_integrityconsensus · research_integrity
28
citations
afffundunlabeled
Science-based health innovation in sub-Saharan Africa
Sara Al-Bader, Hassan Masum, Ken Simiyu, Abdallah S. Daar, Peter Singer
2010· article· en· BMC International Health and Human Rights· Medicine
distilled prediction:candidate · noneconsensus · none
27
citations
affno abstractunlabeled
Life sciences venture capital in emerging markets
Justin Chakma, Stephen M. Sammut, Ajay Agrawal
2013· letter· en· Nature Biotechnology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
27
citations

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