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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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Frontiers in Molecular Biosciences
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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.

188 results · 1 filter active ·
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20152025
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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.
188 works in the cohort · of 4,299,418page 2 of 4

Labels cover 0 of 188 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 188 of 188 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Matrin3: Disorder and ALS Pathogenesis
Ahmed Salem, Carter J. Wilson, Benjamin S. Rutledge, Allison A. Dilliott, Sali M.K. Farhan, Wing‐Yiu Choy +1 more
2022· review· en· Frontiers in Molecular Biosciences· Medicine
distilled prediction:candidate · noneconsensus · none
18
citations
afffundunlabeled
Phenotypic and Multi-Omics Characterization of Escherichia coli K-12 Adapted to Chlorhexidine Identifies the Role of MlaA and Other Cell Envelope Alterations Regulated by Stress Inducible Pathways in CHX Resistance
Branden S. J. Gregorchuk, Shelby L. Reimer, Kari A.C. Green, Nicola H. Cartwright, Daniel R. Beniac, Shannon L. Hiebert +5 more
2021· article· en· Frontiers in Molecular Biosciences· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
16
citations
affunlabeled
Clinical implications of lncRNA LINC-PINT in cancer
Ihtisham Bukhari, Muhammad Riaz Khan, Fazhan Li, Bartłomiej Świątczak, Rick F. Thorne, Pengyuan Zheng +1 more
2023· article· en· Frontiers in Molecular Biosciences· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
13
citations
fundno affunlabeled
Human Sulfotransferase Assays With PAPS Production in situ
Yanan Sun, Lukas Corbinian Harps, Matthias Bureik, Maria Kristina Parr
2022· article· en· Frontiers in Molecular Biosciences· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
12
citations
affunlabeled
Why Selenocysteine Is Unique?
Vitor Hugo Balasco Serrão, Jéssica Fernandes Scortecci
2020· article· en· Frontiers in Molecular Biosciences· Nursing
distilled prediction:candidate · noneconsensus · none
11
citations
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