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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 21 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.

affunlabeled
Scoring gene importance by interpreting single-cell foundation models
Maxwell P. Gold, Miguel Reyes, Nathaniel Diamant, Tony Kuo, Ehsan Hajiramezanali, Jane W. Newburger +9 more
2025· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Integration and Querying of Multimodal Single-Cell Data with PoE-VAE
Anastasia Litinetskaya, Maiia Shulman, Fabiola Curion, Artur Szałata, Alireza Omidi, Mohammad Lotfollahi +1 more
2025· book-chapter· en· Lecture notes in computer science· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
scNetViz: from single cells to networks using Cytoscape
Krishna Choudhary, Elaine C. Meng, J. Javier Díaz-Mejía, Gary D. Bader, Alexander R. Pico, John H. Morris
2021· preprint· en· F1000Research· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Cardiovascular utility of single cell RNA-Seq
Sina Safabakhsh, Wei Feng, Clint L. Miller, Zachary Laksman
2022· review· en· Current Opinion in Cardiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Evolutionary convergence of sensory circuits in the pallium of amniotes
Eneritz Rueda-Alaña, Rodrigo Senovilla-Ganzo, Marco Grillo, Enrique Vázquez, Sergio Marco Salas, Tatiana Gallego‐Flores +15 more
2024· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations

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