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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 Solubulity and Delivery Systems
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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.

504 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.
504 works in the cohort · of 4,299,418page 1 of 11

Labels cover 0 of 504 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 504 of 504 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
What is the True Solubility Advantage for Amorphous Pharmaceuticals?
Bruno C. Hancock, Michael Parks
2000· article· en· Pharmaceutical Research· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
1,337
citations
venueno affunlabeled
Kinetic Analysis of Drug Release From Nanoparticles
Mohammad Barzegar-Jalali
2008· article· en· Journal of Pharmacy & Pharmaceutical Sciences· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
334
citations
venueno affunlabeled
Nanosponges: A Novel Class of Drug Delivery System - Review
Subramanian Selvamuthukumar, Anandam Singireddy, Kannan Krishnamoorthy, Rajappan Manavalan
2012· review· en· Journal of Pharmacy & Pharmaceutical Sciences· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
271
citations
affunlabeled
Polymeric micelles for oral drug delivery: Why and how
Michael F Francis, Mariana Cristea, F. M. Winnik
2004· article· en· Pure and Applied Chemistry· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · noneconsensus · none
194
citations
affno abstractunlabeled
Polymer Properties and Characterization
James E. Brady, Tom Durig, P.I. Lee, J.-X. Li
2017· book-chapter· en· Elsevier eBooks· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrowconsensus · none
147
citations
affunlabeled
Lipids and polymers in pharmaceutical technology: Lifelong companions
Juergen Siepmann, Amina Faham, Sophie-Dorothée Clas, Ben J. Boyd, Vincent Jannin, Andreas Bernkop‐Schnürch +10 more
2019· review· en· International Journal of Pharmaceutics· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
147
citations
affunlabeled
Clinical Relevance of Dissolution Testing in Quality by Design
Paul A. Dickinson, Wang Wang Lee, Paul W. Stott, Andy I. Townsend, J.P. Smart, Parviz Ghahramani +5 more
2008· review· en· The AAPS Journal· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · research_integrityconsensus · none
131
citations
affunlabeled
Evaluation of the DDSolver Software Applications
Jieyu Zuo, Yuan Gao, Nádia Araci Bou‐Chacra, Raimar Löbenberg
2014· article· en· BioMed Research International· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · insufficient_payloadconsensus · none
121
citations
afffundno abstractunlabeled
Development and characterization of oral lipid-based Amphotericin B formulations with enhanced drug solubility, stability and antifungal activity in rats infected with Aspergillus fumigatus or Candida albicans
Ellen K. Wasan, Karen H. Bartlett, Pavel Gershkovich, Olena Sivak, Brian Banno, Zhao Wong +4 more
2009· article· en· International Journal of Pharmaceutics· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · noneconsensus · none
120
citations
venueno affno abstractunlabeled
Pharmaceutical Dosage Forms: Disperse Systems
Pauline McCalla
2018· article· en· The Canadian Journal of Hospital Pharmacy· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
119
citations
affunlabeled
Challenges and Future Prospects of Nanoemulsion as a Drug Delivery System
Megumi Nishitani Yukuyama, Edna Tomiko Myiake Kato, Raimar Löbenberg, Nádia Araci Bou‐Chacra
2016· review· en· Current Pharmaceutical Design· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
115
citations
venueno affunlabeled
10.51847/zQlOOZe
2000· review· en· Time to knit· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
112
citations
venueno affunlabeled
Osmotically Controlled Drug Delivery System with Associated Drugs
Brahma Prakash Gupta, Navneet Thakur, Nishi Jain, Jitendra Banweer, Surendra Jain
2010· review· en· Journal of Pharmacy & Pharmaceutical Sciences· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow
110
citations

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