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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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Frontiers in Bioengineering and Biotechnology
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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.

341 results · 1 filter active ·
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20132025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
341 works in the cohort · of 4,299,418page 7 of 7

Labels cover 0 of 341 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 341 of 341 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Editorial: Current approaches to CRISPR/Cas9 delivery
Hasan Uludağ, Hamidreza Montazeri Aliabadi, Giedrius Gasiūnas
2022· editorial· en· Frontiers in Bioengineering and Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
1
citations
affunlabeled
Editorial: Multiscale modeling for the liver
Harvey Ho, Vahid Rezania, Lars Ole Schwen
2023· editorial· en· Frontiers in Bioengineering and Biotechnology· Medicine
distilled prediction:candidate · research_integrityconsensus · none
1
citations
affunlabeled
Editorial: Detection Nanodevices for Infectious Diseases
Yung-Chih Wang, Yi‐Tzu Lee, Koji Matsuura, Xinyu Liu, Chao‐Min Cheng
2022· editorial· en· Frontiers in Bioengineering and Biotechnology· Environmental Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Repurposing the oncolytic virus VSV∆51M as a COVID-19 vaccine
Almohanad A. Alkayyal, Manar Darwish, Reham Ajina, Saleh Alabbas, Mohammed A. Alotaibi, Abeer Alsofyani +13 more
2023· article· en· Frontiers in Bioengineering and Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
A bioprinted model of pregnant human uterine myometrium
Craig Ulrich, Korrina Siddiqui, Lexa K. Baldwin, Weijian Hua, Jacob K. Kuklok, Jada J. Okaikoi +10 more
2025· article· en· Frontiers in Bioengineering and Biotechnology· Medicine
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Editorial: The future of agricultural biosafety regulations
Monica Garcia‐Alonso, Clara Rubinstein, Stuart J. Smyth, Carmen Vicién
2025· editorial· en· Frontiers in Bioengineering and Biotechnology· Agricultural and Biological Sciences
distilled prediction:candidate · research_integrityconsensus · none
0
citations

How this was built: Screen · Findings · About