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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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Pharmacovigilance and Adverse Drug Reactions
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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
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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.

622 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.
622 works in the cohort · of 4,299,418page 2 of 13

Labels cover 2 of 622 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 622 of 622 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Risk Perception and Reasons for Noncompliance in Pharmacovigilance
Vincent Nichols, Isabelle Thériault-Dubé, Julie Touzin, Jean‐François Delisle, Denis Lebel, Jean‐François Bussières +2 more
2009· article· en· Drug Safety· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · noneconsensus · none
52
citations
afffundunlabeled
Adverse Drug Reactions Reported With Cholinesterase Inhibitors
Edeltraut Kröger, Marie Mouls, Machelle Wilchesky, Mieke Berkers, Pierre‐Hugues Carmichael, Rob J. van Marum +3 more
2015· article· en· Annals of Pharmacotherapy· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrowconsensus · none
51
citations
affaboutunlabeled
Adverse Drug Events in Adult Patients Leading to Emergency Department Visits
Khokan C. Sikdar, Reza Alaghehbandan, Don MacDonald, Brendan T. Barrett, Kayla Collins, Jennifer Donnan +1 more
2010· article· en· Annals of Pharmacotherapy· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
50
citations
affaboutunlabeled
Pharmacist surveillance of adverse drug events
Alan J. Forster, Roland Halil, Michael Tierney
2004· article· en· American Journal of Health-System Pharmacy· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrowconsensus · none
49
citations
affno abstractunlabeled
Automatic identification of confusable drug names
Grzegorz Kondrak, Bonnie J. Dorr
2005· article· en· Artificial Intelligence in Medicine· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · insufficient_payloadconsensus · none
44
citations
afffundunlabeled
Preventable adverse drug events: Descriptive epidemiology
Stephanie A. Woo, Amber Cragg, Maeve E. Wickham, Diane Villanyi, Frank Scheuermeyer, Jeffrey P. Hau +1 more
2019· article· en· British Journal of Clinical Pharmacology· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
43
citations
afffundaboutunlabeled
Consumers of natural health products: natural-born pharmacovigilantes?
Rishma Walji, Heather Boon, Joanne Barnes, Zubin Austin, Sandy Welsh, G. Ross Baker
2010· article· en· BMC Complementary and Alternative Medicine· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · insufficient_payloadconsensus · none
40
citations
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