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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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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 15 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.

afffundunlabeled
Joint representation and visualization of derailed cell states with Decipher
Achille Nazaret, Joy Linyue Fan, Vincent‐Philippe Lavallée, Cassandra Burdziak, Andrew Cornish, Vaidotas Kiseliovas +12 more
2023· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
afffundunlabeled
Molecular signatures of cognition and affect
Justine Y. Hansen, Ross D. Markello, Jacob W. Vogel, Jakob Seidlitz, Danilo Bzdok, Bratislav Mišić
2020· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
fundno affunlabeled
Mapping lineage-traced cells across time points with moslin
Marius Lange, Zoe Piran, Michal Klein, Bastiaan Spanjaard, Dominik Klein, Jan Philipp Junker +2 more
2023· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
afffundunlabeled
A universal sequencing read interpreter
Yusuke Kijima, Daniel Evans-Yamamoto, Hiromi Toyoshima, Nozomu Yachie
2023· article· en· Science Advances· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
8
citations
affunlabeled
Single-cell multi-omics in the study of digestive system cancers
Shuang Zhou, Nanfei Lin, Liying Yu, Xiaoshan Su, Zhenlong Liu, Xiaowan Yu +3 more
2023· article· en· Computational and Structural Biotechnology Journal· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
8
citations
afffundunlabeled
Real-time molecular classification of leukemias
Mélanie Sagniez, Shawn M. Simpson, Maxime Caron, Marieke Rozendaal, Bastien Paré, Thomas Sontag +7 more
2022· preprint· en· medRxiv· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
8
citations
affunlabeled
Data Sharing and Reuse: A Method by the AIRR Community
Brian Corrie, Scott Christley, Christian E. Busse, Lindsay G. Cowell, Kira C. M. Neller, Florian Rubelt +1 more
2022· article· en· Methods in molecular biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
8
citations
affno abstractunlabeled
Methodologies for Following EMT In Vivo at Single Cell Resolution
Abdull J. Massri, Geoffrey Schiebinger, Alejandro Berrío, Lingyu Wang, Gregory A. Wray, David R. McClay
2020· review· en· Methods in molecular biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
8
citations

How this was built: Screen · Findings · About