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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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Advancements in Transdermal Drug Delivery
Retraction
Abstract
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Study design
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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.

551 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.
551 works in the cohort · of 4,299,418page 7 of 12

Labels cover 0 of 551 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 551 of 551 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Niosomes: A Novel Targeted Drug Delivery System
Iman Akbarzadeh, Kamand Sedaghatnia, Mahsa Bourbour, Zahra Esmaeili Moghaddam, Maryam Moghtaderi, Ehsan Samimi-Sohrforozani +2 more
2021· preprint· en· Preprints.org· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
10
citations
affno abstractunlabeled
Transdermal drug delivery via microneedle patches
Amin GhavamiNejad, Brian Lu, Xiao Yu Wu
2019· book-chapter· en· Elsevier eBooks· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
9
citations
venueno affunlabeled
Appropriate use of transdermal drug delivery systems
Peter J. Hughes, Maisha Kelly Freeman, Terri M. Wensel
2013· article· en· Journal of Nursing Education and Practice· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · noneconsensus · none
9
citations
afffundunlabeled
A stochastic model for transepidermal drug delivery
Wen Zhong, Malcolm Xing, Xiaoying Hui, Howard I. Maïbach
2009· article· en· Skin Research and Technology· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · noneconsensus · none
8
citations
affunlabeled
Advances in microneedles for non-transdermal applications
Xiaona Cao, Guojun Chen
2022· review· en· Expert Opinion on Drug Delivery· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
affno abstractunlabeled
Erratum to: Open Flow Microperfusion as a Dermal Pharmacokinetic Approach to Evaluate Topical Bioequivalence
Manfred Bodenlenz, Katrin Tiffner, Reingard Raml, Thomas Augustin, Christian Dragatin, Thomas Birngruber +6 more
2016· erratum· en· Clinical Pharmacokinetics· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrow+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
6
citations
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How this was built: Screen · Findings · About