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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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Computational Drug Discovery 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.

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.

2,238 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.
2,238 works in the cohort · of 4,299,418page 9 of 45

Labels cover 4 of 2,238 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 2,238 of 2,238 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Assessment of pharmacogenomic agreement
Zhaleh Safikhani, Nehmé El-Hachem, Rene Quevedo, Petr Smirnov, Anna Goldenberg, Nicolai J. Birkbak +6 more
2016· preprint· en· F1000Research· Computer Science
distilled prediction:candidate · open_scienceconsensus · none
35
citations
affunlabeled
Improving the prediction of drug disposition in the brain
Kiril Lanevskij, Pranas Japertas, Remigijus Didžiapetris
2013· review· en· Expert Opinion on Drug Metabolism & Toxicology· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
34
citations
afffundno abstractunlabeled
Structural analysis of flavonoids with anti-HIV activity
Athena Mantas, Eugen Deretey, F.H. Ferretti, Mario R. Estrada, Imre G. Csizmadia
2000· article· en· Journal of Molecular Structure THEOCHEM· Computer Science
distilled prediction:candidate · noneconsensus · none
32
citations
affno abstractunlabeled
COVID-19: CADD to the rescue
Abdulmujeeb T. Onawole, Kazeem O. Sulaiman, Temitope U. Kolapo, Fatimo O. Akinde, Rukayat O. Adegoke
2020· article· en· Virus Research· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
31
citations
fundno affno abstractunlabeled
Computational Drug Discovery and Design
Mohini Gore, Umesh B. Jagtap
2023· book· en· Methods in molecular biology· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
31
citations
affunlabeled
Surely you are joking, Mr Docking!
Francesco Gentile, Tudor I. Oprea, Alexander Tropsha, Artem Cherkasov
2023· review· en· Chemical Society Reviews· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
31
citations

How this was built: Screen · Findings · About