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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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3D Printing in Biomedical Research
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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.

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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.

1,653 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.
1,653 works in the cohort · of 4,299,418page 14 of 34

Labels cover 0 of 1,653 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 1,653 of 1,653 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Industry–academia collaborations for biomarkers
Khusru Asadullah, Andreas Busch, Matthias Gottwald, Petra Reinke, Lilla Landeck
2015· review· en· Nature Reviews Drug Discovery· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
19
citations
afffundunlabeled
Have microfluidics delivered for drug discovery?
Arvind Chandrasekaran, Marwan M. Abduljawad, Christopher Moraes
2016· editorial· en· Expert Opinion on Drug Discovery· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
19
citations
affunlabeled
Viral and non‐viral gene therapy using 3D (bio)printing
Sepideh Jahangiri, Maedeh Rahimnejad, Narges Nasrollahi Boroujeni, Zarrin Ahmadi, Puria Motamed Fath, Sepideh Ahmadi +2 more
2022· review· en· The Journal of Gene Medicine· Engineering
distilled prediction:candidate · noneconsensus · none
18
citations
fundno affunlabeled
Functional tissue units in the Human Reference Atlas
Supriya Bidanta, Katy Börner, Bruce W. Herr, Ellen M. Quardokus, Marcell Nagy, Katherine S. Gustilo +3 more
2025· article· en· Nature Communications· Engineering
distilled prediction:candidate · noneconsensus · none
18
citations
affno abstractunlabeled
Synthetic living materials in cancer biology
Shelly R. Peyton, Lesley W. Chow, Stacey D. Finley, Ashlee N. Ford Versypt, Reginald Hill, Melissa L. Kemp +6 more
2023· article· en· Nature Reviews Bioengineering· Engineering
distilled prediction:candidate · noneconsensus · none
17
citations
affno abstractunlabeled
Medical, pharmaceutical, and nutritional applications of 3D-printing technology in diabetes
Reza Amin, Sayed Mahdi Hossaeini Marashi, Seyyed Mohammad Reza Noori, Zeinab Alavi, Elaheh Dehghani, Reyhaneh Maleki +6 more
2024· article· en· Diabetes & Metabolic Syndrome Clinical Research & Reviews· Engineering
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
17
citations
affunlabeled
3D (bio)printing of lungs: past, present, and future
Mohammadhossein Dabaghi, Mabel Barreiro Carpio, Jose Moran‐Mirabal, Jeremy A. Hirota
2022· article· en· European Respiratory Journal· Engineering
distilled prediction:candidate · noneconsensus · none
17
citations
affno abstractunlabeled
A compact microfluidic system for cell migration studies
Jiandong Wu, Lipan Ouyang, Nitin Wadhawan, Jing Li, Michael Zhang, Simon Liao +2 more
2014· article· en· Biomedical Microdevices· Engineering
distilled prediction:candidate · noneconsensus · none
17
citations

How this was built: Screen · Findings · About