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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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Regulatory Toxicology and Pharmacology
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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.

307 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.
307 works in the cohort · of 4,299,418page 2 of 7

Labels cover 0 of 307 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 307 of 307 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Biomonitoring Equivalents for bisphenol A (BPA)
Kannan Krishnan, Michelle Gagné, Andy Nong, Lesa L. Aylward, Sean M. Hays
2010· review· en· Regulatory Toxicology and Pharmacology· Environmental Science
machine prediction:candidate · noneconsensus · none
72
citations
afffundno abstractunlabeled
Biomonitoring Equivalents for molybdenum
Sean M. Hays, Kristin Macey, Devika Poddalgoda, Ming Lu, Andy Nong, Lesa L. Aylward
2016· article· en· Regulatory Toxicology and Pharmacology· Chemistry
machine prediction:candidate · noneconsensus · none
66
citations
affno abstractunlabeled
Biomonitoring Equivalents for DDT/DDE
Christopher R. Kirman, Lesa L. Aylward, Sean M. Hays, Kannan Krishnan, Andy Nong
2011· article· en· Regulatory Toxicology and Pharmacology· Environmental Science
machine prediction:candidate · noneconsensus · none
63
citations
affno abstractunlabeled
Biomonitoring Equivalents for di-isononyl phthalate (DINP)
Sean M. Hays, Lesa L. Aylward, Christopher R. Kirman, Kannan Krishnan, Andy Nong
2011· article· en· Regulatory Toxicology and Pharmacology· Environmental Science
machine prediction:candidate · noneconsensus · none
45
citations
affno abstractunlabeled
Biomonitoring Equivalents for deltamethrin
Lesa L. Aylward, Kannan Krishnan, Christopher R. Kirman, Andy Nong, Sean M. Hays
2011· article· en· Regulatory Toxicology and Pharmacology· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
45
citations
affno abstractunlabeled
Inter-laboratory validation of bioaccessibility testing for metals
Rayetta G. Henderson, Violaine Verougstraete, Kim A. Anderson, José J. Arbildua, Thomas O. Brock, Tony Brouwers +9 more
2014· article· en· Regulatory Toxicology and Pharmacology· Environmental Science
machine prediction:candidate · noneconsensus · none
43
citations
afffundno abstractunlabeled
Biomonitoring Equivalents for triclosan
Kannan Krishnan, Michelle Gagné, Andy Nong, Lesa L. Aylward, Sean M. Hays
2010· review· en· Regulatory Toxicology and Pharmacology· Environmental Science
machine prediction:candidate · noneconsensus · none
38
citations

How this was built: Screen · Findings · About