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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 Reviews Drug Discovery
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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.

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

Labels cover 0 of 108 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 108 of 108 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Membrane transporters in drug development
2010· review· en· Nature Reviews Drug Discovery· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow+research_integrity
3,319
citations
afffundno abstractunlabeled
Designing antimicrobial peptides: form follows function
2011· review· en· Nature Reviews Drug Discovery· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
2,014
citations
afffundno abstractunlabeled
Targeting the translation machinery in cancer
2015· review· en· Nature Reviews Drug Discovery· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
811
citations
afffundno abstractunlabeled
Advances in oral peptide therapeutics
2019· review· en· Nature Reviews Drug Discovery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
625
citations
fundno affno abstractunlabeled
Cell death assays for drug discovery
2011· review· en· Nature Reviews Drug Discovery· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow+research_integrity
554
citations
affno abstractunlabeled
Priorities in Parkinson's disease research
2011· review· en· Nature Reviews Drug Discovery· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
431
citations
affno abstractunlabeled
Artificial intelligence for natural product drug discovery
2023· review· en· Nature Reviews Drug Discovery· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+research_integrityconsensus · metaepi_narrow
390
citations
affno abstractunlabeled
Bradykinin receptor ligands: therapeutic perspectives
2004· review· en· Nature Reviews Drug Discovery· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
375
citations
afffundno abstractunlabeled
WD40 repeat domain proteins: a novel target class?
2017· review· en· Nature Reviews Drug Discovery· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
346
citations

How this was built: Screen · Findings · About