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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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Pharmaceutical Economics and Policy
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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.

1,682 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.
1,682 works in the cohort · of 4,299,418page 18 of 34

Labels cover 5 of 1,682 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 1,682 of 1,682 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.

fundno affunlabeled
International Trade in Pharmaceutical Products
Rehan Haider
2023· article· en· International Journal of Applied Economics Accounting and Management (IJAEAM)· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Assessing Canada’s Drug Shortage Problem
Jacalyn Duffin, Jessy Donelle, Jon Pipitone, Brian White‐Guay
2018· article· en· C.D. Howe Institute Commentary· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
venueaboutno affunlabeled
Drug Shortages: The Survey Says . . .
Douglas Sellinger
2013· article· en· The Canadian Journal of Hospital Pharmacy· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
US Senate passes FDA Revitalization Act
Peter Guthrie
2007· article· en· Canadian Medical Association Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
venueaboutno affunlabeled
Brand-name drug costs expected to rise under CETA
Barbara Sibbald
2016· article· en· Canadian Medical Association Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
US states ponder buying drugs from Canada.
Milan Korcok
2003· article· en· Europe PMC (PubMed Central)· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Toward a Better Representation of Women in Physics in Burkina Faso
Pétronille Kafando, M. N. Sido-Pabyam, Issa Zerbo, Beverly Karplus Hartline, Renee K. Horton, Catherine M. Kaicher
2009· article· en· AIP conference proceedings· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
The Globetrotting Regulator
Peter J. Pitts
2015· article· en· Journal of Commercial Biotechnology· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
affaboutno abstractunlabeled
Drug shortages in Canada, 2019–2023: A descriptive study
Ilona Béatrix, Elsa Bonnabry, Suzanne Atkinson, Denis Lebel, Jean‐François Bussières
2024· article· en· Annales Pharmaceutiques Françaises· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
affaboutunlabeled
The Case for Mutual Recognition of Drug Approvals
Bacchus Barua, Nadeem Esmail
2013· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · metaresearchconsensus · none
1
citations
aboutno affunlabeled
Abbreviated new drug submission approval process: An overview
Sonali S Amrutkar, Sanjay B. Patil, Atish S. Mundada
2022· article· en· Journal of Generic Medicines The Business Journal for the Generic Medicines Sector· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
affvenueaboutunlabeled
Canada wins legal battle to set patent rules
Paul Webster
2017· article· en· Canadian Medical Association Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
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