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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
fundfunder
venuejournal
aboutaboutness

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 12 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.

venueno affunlabeled
10.51847/EsnScqL
R. Pramely, T. Leon Stephan Raj
2000· article· en· Time to knit· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
22
citations
fundno affunlabeled
Application of Word Embedding to Drug Repositioning
Duc Luu Ngo, Naoki Yamamoto, Tran Anh Vu, Ngoc Giang Nguyen, Dau Phan, Favorisen Rosyking Lumbanraja +2 more
2016· article· en· Journal of Biomedical Science and Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
22
citations
affno abstractunlabeled
An efficient synthesis of a rationally designed 1,5 disubstituted imidazole AT1 Angiotensin II receptor antagonist: reorientation of imidazole pharmacophore groups in losartan reserves high receptor affinity and confirms docking studies
George Agelis, Panagiota Roumelioti, Amalia Resvani, Serdar Durdağı, Maria‐Eleni Androutsou, Konstantinos Kelaidonis +3 more
2010· article· en· Journal of Computer-Aided Molecular Design· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
21
citations
affno abstractunlabeled
Locally Linear Embedding for dimensionality reduction in QSAR
P.-J. L Heureux, Julie Carreau, Yoshua Bengio, Olivier Delalleau, S. Y. Yue
2004· article· en· Journal of Computer-Aided Molecular Design· Computer Science
distilled prediction:candidate · noneconsensus · none
21
citations
venueno affunlabeled
10.51847/Q3eGByl
Keri Lestari, Trully Deti Rose Sitorus, Sandra Megantara, Jutti Levita
2000· article· en· Time to knit· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
21
citations
affunlabeled
Drug discovery in academia
Aisha Shamas‐Din, Aaron D. Schimmer
2015· review· en· Experimental Hematology· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
20
citations

How this was built: Screen · Findings · About