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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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The AAPS Journal
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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
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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.

107 results · 1 filter active ·
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20042025
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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.
107 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 107 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 107 of 107 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

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
affno abstractunlabeled
Bioequivalence; Its History, Practice, and Future
Kamal K. Midha, Gordon McKay
2009· review· en· The AAPS Journal· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
107
citations
affunlabeled
Anti-drug Antibody Validation Testing and Reporting Harmonization
Heather Myler, João Pedras-Vasconcelos, Kelli R. Phillips, Charles Hottenstein, Paul Chamberlain, Viswanath Devanaryan +36 more
2021· article· en· The AAPS Journal· Immunology and Microbiology
distilled prediction:candidate · noneconsensus · none
72
citations
fundno affno abstractunlabeled
Long-Acting Injectable Aqueous Suspensions—Summary From an AAPS Workshop
René Holm, Robert W. Lee, Joey Glassco, Nicholas DiFranco, Quanying Bao, Diane J. Burgess +2 more
2023· review· en· The AAPS Journal· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
44
citations
afffundno abstractunlabeled
Opioid peptide-derived analgesics
Peter W. Schiller
2005· review· en· The AAPS Journal· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · none
41
citations
affunlabeled
Biomarker Assay Validation by Mass Spectrometry
Carmen Fernández‐Metzler, Brad Ackermann, Fabio Garofolo, Mark E. Arnold, Binodh DeSilva, Huidong Gu +5 more
2022· article· en· The AAPS Journal· Immunology and Microbiology
distilled prediction:candidate · insufficient_payloadconsensus · none
26
citations
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