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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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Drug Discovery Today
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Retraction
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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
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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.

133 results · 1 filter active ·
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20012025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
133 works in the cohort · of 4,299,418page 3 of 3

Labels cover 0 of 133 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 133 of 133 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
SNAP@CQD as a promising therapeutic vehicle against HCoVs: An overview
S. K. Chatterjee, Arnab Chakraborty, Jyotiparna Banik, Sanya Mahindru, Arun Kumar Sharma, Monalisa Mukherjee
2023· review· en· Drug Discovery Today· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
affno abstractunlabeled
Therapies for Inherited Retinal Dystrophies: What is Enough?
Bart P. Leroy, Avril Daly, Elise Héon, José‐Alain Sahel, Hélène Dollfus
2024· editorial· en· Drug Discovery Today· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
affno abstractunlabeled
Needed: system dynamics for the drug discovery process
Suzanne Sirois, L. Martin Cloutier
2008· review· en· Drug Discovery Today· Decision Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_scienceconsensus · metaepi_narrow
6
citations
affunlabeled
Inhaled heparin: Past, present, and future
Zhewei Liu, Yuqing Ye, Ying Ma, Binjie Hu, Jesse Zhu
2024· review· en· Drug Discovery Today· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
afffundunlabeled
Chemical coverage of human biological pathways
Haejin Angela Kwak, Lihua Liu, Claudia Tredup, Sandra Röhm, Panagiotis Prinos, Jark Böttcher +1 more
2024· review· en· Drug Discovery Today· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affno abstractunlabeled
The future of drugs from plants
William F Tissington Tatlow
2003· article· en· Drug Discovery Today· Medicine
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affno abstractunlabeled
Canadian drug reimportation debate goes on
Nicole L. Johnson
2005· article· en· Drug Discovery Today· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Drug hunters incorporated! Is there a formula?
Youssef L. Bennani
2014· editorial· en· Drug Discovery Today· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Cite and oversight
P. K. Rangachari
2004· letter· en· Drug Discovery Today· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+scholarly_communication+insufficient_payloadconsensus · bibliometrics+insufficient_payload
0
citations

How this was built: Screen · Findings · About