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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.

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.

1,653 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 8 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.

afffundunlabeled
3D bioprinting for organ and organoid models and disease modeling
Amanda Castro Juraski, Sonali Sharma, Sydney Sparanese, Victor A. da Silva, Julie Wong, Zachary Laksman +3 more
2023· review· en· Expert Opinion on Drug Discovery· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
49
citations
afffundno abstractunlabeled
Gut-on-chip for ecological and causal human gut microbiome research
Shirin Moossavi, Marie‐Claire Arrieta, Amir Sanati‐Nezhad, Faraz Bishehsari
2022· review· en· Trends in Microbiology· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
48
citations
afffundunlabeled
Holographic direct sound printing
Mahdi Derayatifar, Mohsen Habibi, Rama Bhat, Muthukumaran Packirisamy
2024· article· en· Nature Communications· Engineering
distilled prediction:candidate · noneconsensus · none
48
citations
afffundunlabeled
Engineering next generation vascularized organoids
Nicolas Werschler, Clément Quintard, Stéphanie Nguyen, Josef Penninger
2024· review· en· Atherosclerosis· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
47
citations
affunlabeled
Review of Design Considerations for Brain-on-a-Chip Models
Tiffany Cameron, Tanya Bennet, Elyn M. Rowe, Mehwish Anwer, Cheryl L. Wellington, Karen C. Cheung
2021· review· en· Micromachines· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
47
citations
afffundunlabeled
Development of in situ bioprinting: A mini review
Aidan J. MacAdam, Emaan Chaudry, Christopher D. McTiernan, David Cortes, Erik J. Suuronen, Emilio I. Alarcón
2022· review· en· Frontiers in Bioengineering and Biotechnology· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
46
citations
afffundunlabeled
Protocols for Neural Cell Culture
Laurie C. Doering
2009· book· en· Springer protocols handbooks/Springer protocols· Engineering
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
46
citations
affno abstractunlabeled
Building In Vitro Models of Organs
Erik J. Suuronen, Heather Sheardown, Kimberley D. Newman, Christopher R. McLaughlin, May Griffith
2005· review· en· International review of cytology· Engineering
distilled prediction:candidate · noneconsensus · none
43
citations
afffundunlabeled
Advances in cardiac tissue engineering and heart‐on‐a‐chip
Jennifer Kieda, Amid Shakeri, Shira Landau, Erika Yan Wang, Yimu Zhao, Sargol Okhovatian +3 more
2023· review· en· Journal of Biomedical Materials Research Part A· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
43
citations

How this was built: Screen · Findings · About