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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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Nature Methods
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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.

403 results · 1 filter active ·
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20042025
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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.
403 works in the cohort · of 4,299,418page 7 of 9

Labels cover 1 of 403 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 403 of 403 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Shedding light on the BOLD fMRI response
Serge Charpak, Bojana Stefanovic
2012· letter· en· Nature Methods· Medicine
distilled prediction:candidate · research_integrityconsensus · research_integrity
25
citations
affno abstractunlabeled
Stem cell research policy and iPS cells
Timothy Caulfield, Christopher Thomas Scott, Insoo Hyun, Robin Lovell‐Badge, Amy Zarzeczny
2009· article· en· Nature Methods· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
24
citations
affno abstractunlabeled
Neural networks primer
Alexander Derry, Martin Krzywinski, Naomi Altman
2023· article· es· Nature Methods· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
23
citations
affno abstractunlabeled
The tidyomics ecosystem: enhancing omic data analyses
William Hutchison, Timothy Keyes, Helena L. Crowell, Jacques Serizay, Charlotte Soneson, Eric S. Davis +25 more
2024· article· en· Nature Methods· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
21
citations
affno abstractunlabeled
ALEXA: a microarray design platform for alternative expression analysis
Malachi Griffith, Michelle Tang, Obi L. Griffith, Ryan D. Morin, Susanna Chan, Jennifer Asano +9 more
2008· letter· en· Nature Methods· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
21
citations
affno abstractunlabeled
A defining decade in DNA sequencing
John D. McPherson
2014· article· en· Nature Methods· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
21
citations
affno abstractunlabeled
Two-level factorial experiments
Byran J. Smucker, Martin Krzywinski, Naomi Altman
2019· article· en· Nature Methods· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
21
citations
affno abstractunlabeled
Designing comparative experiments
Martin Krzywinski, Naomi Altman
2014· article· en· Nature Methods· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch+insufficient_payload
20
citations
affno abstractunlabeled
Uncertainty and the management of epidemics
Katriona Shea, Ottar N. Bjørnstad, Martin Krzywinski, Naomi Altman
2020· article· en· Nature Methods· Mathematics
distilled prediction:candidate · metaresearchconsensus · none
20
citations
affunlabeled
Outcomes of the EMDataResource cryo-EM Ligand Modeling Challenge
Catherine L. Lawson, Andriy Kryshtafovych, Grigore Pintilie, S.K. Burley, Jiří Černý, Vincent B. Chen +75 more
2024· article· en· Nature Methods· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
17
citations
affno abstractunlabeled
Neighboring-gene effect: a genetic uncertainty principle
Anastasia Baryshnikova, Brenda Andrews
2012· letter· en· Nature Methods· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
17
citations
afffundno abstractunlabeled
Translon: a single term for translated regions
Michał Świrski, Jack A. S. Tierney, M. Mar Albà, Dmitry E. Andreev, Julie L. Aspden, John F. Atkins +152 more
2025· letter· en· Nature Methods· Computer Science
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
14
citations
affno abstractunlabeled
The Platinum Pedigree: a long-read benchmark for genetic variants
Zev Kronenberg, C. Nolan, David Porubskỳ, Tom Mokveld, William J. Rowell, S. Y. Lee +28 more
2025· article· en· Nature Methods· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
12
citations
affno abstractunlabeled
Scikit-bio: a fundamental Python library for biological omic data analysis
Matthew Aton, Daniel McDonald, Jorge Cañardo Alastuey, Raeed Azom, Paarth Batra, Valentyn Bezshapkin +25 more
2025· letter· en· Nature Methods· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
12
citations
affno abstractunlabeled
Plotting symbols
Martin Krzywinski, Bang Wong
2013· article· en· Nature Methods· Computer Science
distilled prediction:candidate · noneconsensus · none
12
citations
affno abstractunlabeled
Elements of visual style
Martin Krzywinski
2013· article· en· Nature Methods· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
11
citations
affno abstractunlabeled
SeqControl: process control for DNA sequencing
Lauren C. Chong, Marco Albuquerque, Nicholas J. Harding, Cristian Caloian, Michelle Chan‐Seng‐Yue, Richard de Borja +7 more
2014· article· en· Nature Methods· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
11
citations
afffundunlabeled
A global view of standards for open image data formats and repositories
Jason R. Swedlow, Pasi Kankaanpää, Uğis Sarkans, Wojtek Goscinski, Graham J. Galloway, Ryan P. Sullivan +7 more
2021· preprint· en· Nature Methods· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · open_scienceconsensus · none
10
citations
affno abstractunlabeled
Axes, ticks and grids
Martin Krzywinski
2013· article· en· Nature Methods· Computer Science
distilled prediction:candidate · noneconsensus · none
10
citations
afffundno abstractunlabeled
Structural biology in the age of AI
Sriram Subramaniam
2023· article· en· Nature Methods· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Regression modeling of time-to-event data with censoring
Tanujit Dey, Stuart R. Lipsitz, Zara Cooper, Quoc‐Dien Trinh, Martin Krzywinski, Naomi Altman
2022· article· en· Nature Methods· Mathematics
distilled prediction:candidate · noneconsensus · none
8
citations
affno abstractunlabeled
Reply to: "Against storytelling of scientific results"
Martin Krzywinski, Alberto Cairo
2013· letter· en· Nature Methods· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · research_integrity
8
citations
affno abstractunlabeled
Propensity score weighting
Christoph Kurz, Martin Krzywinski, Naomi Altman
2025· article· en· Nature Methods· Mathematics
distilled prediction:candidate · noneconsensus · none
8
citations
affno abstractunlabeled
Predicting with confidence and tolerance
Naomi Altman, Martin Krzywinski
2018· article· en· Nature Methods· Engineering
distilled prediction:candidate · noneconsensus · none
8
citations

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