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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.

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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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Single-cell and spatial transcriptomics
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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.

2,127 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.
2,127 works in the cohort · of 4,299,418page 23 of 43

Labels cover 2 of 2,127 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 2,127 of 2,127 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Single-Cell mRNA-sncRNA Co-sequencing of Preimplantation Embryos
Savana Biondic, Cheng Zhao, Michael Hagemann-Jensen, Stewart J. Russell, Katherine Vandal, Jésica Canizo +2 more
2023· article· en· Methods in molecular biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Towards best practices for imaging transcriptomics
Aurina Arnatkevičiūtė, Ross D. Markello, Ben Fulcher, Bratislav Mišić, Alex Fornito
2022· preprint· en· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
12 Grand challenges in single-cell data science
David Laehnemann, Johannes Köster, Ewa Szcureck, Davis J. McCarthy, Stephanie C. Hicks, Mark D. Robinson +45 more
2019· preprint· en· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Instructional tutorial for using demuxlet v1
Hyun Min Kang, Meena Subramaniam, Sasha Targ, Michelle Nguyen, Lenka Maliskova, Elizabeth McCarthy +10 more
2019· preprint· en· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
An exploratory single-cell analysis of peripheral blood mononuclear cells from vedolizumab-treated Crohn’s disease patients identifies response-associated differences among the plasmacytoid dendritic cells and classical monocytes
Andrew Y. F. Li Yim, Ishtu Hageman, V Joustra, Ahmed M I Elfiky, Mohammed Ghiboub, Evgeni Levin +13 more
2025· article· en· Frontiers in Immunology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Algorithmic Reconstruction of GBM Network Complexity
Abicumaran Uthamacumaran, Morgan Craig
2021· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Using topic modeling to detect cellular crosstalk in scRNA-seq
Alexandrina Pancheva, Helen Wheadon, Simon Rogers, Thomas D. Otto
2021· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
bcgsc/pori_cbioportal: v0.1.1
2021· other· en· Zenodo (CERN European Organization for Nuclear Research)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
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