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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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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
aboutaboutness

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
Evidence
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Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
622 works in the cohort · of 4,299,418page 3 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.

afffundunlabeled
Governance and pharmacovigilance in Brazil: a scoping review
Kathy Moscou, Jillian Clare Köhler, Anita MaGahan
2016· review· en· Journal of Pharmaceutical Policy and Practice· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
34
citations
affno abstractunlabeled
Demystifying medication safety: Making sense of the terminology
Stacy Ackroyd‐Stolarz, Nicole R. Hartnell, Neil J. MacKinnon
2006· article· en· Research in Social and Administrative Pharmacy· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · noneconsensus · none
28
citations
affno abstractunlabeled
Quantifying Adverse Drug Events
Mahyar Etminan, Bruce Carleton, Paula A. Rochon
2004· review· en· Drug Safety· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
27
citations
afffundvenueaboutunlabeled
(CAEFISS) Annual report for vaccines administered in 2012
BJ Law, J Laflèche, N Ahmadipour, H Anyoti
2014· article· en· Canada Communicable Disease Report· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrowconsensus · none
25
citations
affno abstractunlabeled
Improving Global Monitoring of Vaccine Safety
Megan Letourneau, George A. Wells, Wikke Walop, Philippe Duclos
2008· article· en· Drug Safety· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · noneconsensus · none
24
citations
affunlabeled
Effective Pharmacovigilance System Development: EFPIA-IPVG Consensus Recommendations
Tanja Peters, Nigel Soanes, Maya Abbas, Jabeen Ahmad, Jean-Christophe Delumeau, Esteban Herrero‐Martínez +6 more
2020· review· en· Drug Safety· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
23
citations
aboutno affunlabeled
Provision of information on regulatory authorities’ websites
Agnès Vitry, Joel Lexchin, Larry D. Sasich, Thérèse Dupin-Spriet, Tim Reed, Vittorio Bertelè +3 more
2008· article· en· Internal Medicine Journal· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · insufficient_payloadconsensus · none
21
citations
affaboutunlabeled
Reporting of fatal adverse drug reactions.
B A Liu, Simon R. Knowles, Nicole Mittmann, TR Einarson, Neil H. Shear
2001· article· en· PubMed· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · noneconsensus · none
21
citations
affaboutunlabeled
Look-alike, sound-alike drugs in oncology
Laurel Kovacic, Carole Chambers
2010· article· en· Journal of Oncology Pharmacy Practice· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
20
citations

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