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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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bioRxiv (Cold Spring Harbor Laboratory)
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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.

23,962 results · 1 filter active ·
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20132025
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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.
23,962 works in the cohort · of 4,299,418page 3 of 480

Labels cover 39 of 23,962 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 23,962 of 23,962 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
A Comparative Analysis of Imaging-Based Spatial Transcriptomics Platforms
David P. Cook, Kirk B. Jensen, Kellie Wise, Michael J. Roach, Felipe Segato Dezem, Natalie K. Ryan +8 more
2023· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
71
citations
fundno affunlabeled
Climate change will drive novel cross-species viral transmission
Colin J. Carlson, Gregory F. Albery, Cory Merow, Christopher H. Trisos, Casey M. Zipfel, Evan A. Eskew +3 more
2020· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
69
citations
affunlabeled
A robust benchmark for germline structural variant detection
Justin M. Zook, Nancy F. Hansen, Nathan D. Olson, Lesley M. Chapman, James C. Mullikin, Chunlin Xiao +44 more
2019· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
69
citations
affunlabeled
The emergence of SARS-CoV-2 in Europe and the US
Michael Worobey, Jonathan E. Pekar, Brendan B. Larsen, Martha I. Nelson, Verity Hill, Jeffrey B. Joy +4 more
2020· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Mathematics
distilled prediction:candidate · metaresearchconsensus · none
67
citations
afffundunlabeled
Mapping SARS-CoV-2 antigenic relationships and serological responses
Samuel Wilks, Barbara Mühlemann, Xiaoying Shen, Sina Türeli, Eric B. LeGresley, Antonia Netzl +26 more
2022· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
67
citations
affunlabeled
Logan: Planetary-Scale Genome Assembly Surveys Life’s Diversity
Rayan Chikhi, Brice Raffestin, R. C. Edgar, Anton Korobeynikov, Artem Babaian
2024· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
67
citations
afffundunlabeled
SARS-CoV-2 Omicron spike mediated immune escape and tropism shift
Bo Meng, Isabella A.T.M. Ferreira, Adam Abdullahi, Niluka Goonawardane, Akatsuki Saito, Izumi Kimura +46 more
2021· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
64
citations
affunlabeled
Benchmarking challenging small variants with linked and long reads
Justin Wagner, Nathan D. Olson, Lindsay Harris, Jennifer McDaniel, Ziad Khan, Jesse Farek +36 more
2020· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
60
citations
afffundaboutunlabeled
The Integrated Rapid Infectious Disease Analysis (IRIDA) Platform
Thomas Matthews, Franklin Bristow, Emma Griffiths, Aaron Petkau, Josh Adam, Damion Dooley +24 more
2018· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
59
citations
affunlabeled
The crucial role of genome-wide genetic variation in conservation
Marty Kardos, Ellie E. Armstrong, Sarah W. Fitzpatrick, Samantha Hauser, P. W. Hedrick, Josh Miller +2 more
2021· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
58
citations
affunlabeled
Best Practices for Benchmarking Germline Small Variant Calls in Human Genomes
Peter Krusche, Len Trigg, Paul C. Boutros, Christopher E. Mason, Francisco M. De La Vega, Benjamin L. Moore +10 more
2018· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
58
citations
afffundunlabeled
The evolutionary history of 2,658 cancers
Moritz Gerstung, Clemency Jolly, Ignaty Leshchiner, Stefan C. Dentro, Santiago González, Daniel Rosebrock +40 more
2017· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
58
citations
afffundunlabeled
Petabase-scale sequence alignment catalyses viral discovery
R. C. Edgar, Jeff Taylor, Victor S.-Y. Lin, Tomer Altman, Pierre Barbera, Dmitry Meleshko +9 more
2020· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
57
citations
fundno affunlabeled
Mapping cells through time and space with moscot
Dominik Klein, Giovanni Palla, Marius Lange, Michal Klein, Zoe Piran, Manuel Gander +9 more
2023· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
56
citations
affunlabeled
Genetic analyses identify widespread sex-differential participation bias
Nicola Pirastu, Mattia Cordioli, Priyanka Nandakumar, Gianmarco Mignogna, Abdel Abdellaoui, Benjamin Hollis +23 more
2020· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
56
citations
afffundunlabeled
neuromaps: structural and functional interpretation of brain maps
Ross D. Markello, Justine Y. Hansen, Zhen-Qi Liu, Vincent Bazinet, Golia Shafiei, Laura E. Suárez +7 more
2022· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Neuroscience
distilled prediction:candidate · metaepi_narrowconsensus · none
54
citations

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