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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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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.

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.

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 11 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affvenueaboutunlabeled
The impact of pharmaceutical rebates on patients’ drug expenditures
K. Ally Memedovich, Braden Manns, Reed F. Beall, Aidan Hollis, Fiona Clement
2019· article· en· Canadian Medical Association Journal· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
7
citations
venueno affno abstractunlabeled
Generic Drug Product Development Bioequivalence Issues
Iain J. McGilveray
2008· article· en· Journal of Pharmacy & Pharmaceutical Sciences· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
affunlabeled
Antimicrobial Shortages: Another Hurdle for Clinicians
Louis Valiquette, Kevin B. Laupland
2015· article· en· Canadian Journal of Infectious Diseases and Medical Microbiology· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
7
citations
afffundaboutunlabeled
The Impact of Tiered-Pricing Framework on Generic Entry in Canada
Wei Zhang, Huiying Sun, Daphne Guh, Larry D. Lynd, Aidan Hollis, Paul Grootendorst +1 more
2020· article· en· International Journal of Health Policy and Management· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
Medical Market Failures and Their Remedy
James Robert Brown
2010· book-chapter· en· Boston studies in the philosophy of science· Economics, Econometrics and Finance
distilled prediction:candidate · stsconsensus · none
7
citations
aboutno affunlabeled
FDA Greenlights Second Alzheimer Drug, Donanemab
Emily Harris
2024· article· en· JAMA· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
7
citations
affunlabeled
Estimating the Financial Impact of Gene Therapy*
Chi Heem Wong, Dexin Li, Jonathan Gruber, Rena M. Conti, Andrew W. Lo
2020· preprint· en· medRxiv· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
6
citations
afffundunlabeled
Fixed and flexible formularies as cost-control mechanisms
Carolyn S. Dewa, Jeffrey S. Hoch
2003· article· en· Expert Review of Pharmacoeconomics & Outcomes Research· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
6
citations
affunlabeled
Antimicrobial drug pricing
Avaneesh Kumar Pandey, Nusrat Shafiq, Ashish Kumar Kakkar, Samir Malhotra, Beth Woods, Christopher A. J. L. Little +6 more
2024· article· en· Communications Medicine· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
venueaboutno affunlabeled
Drug shortage registry under discussion
Laura Eggertson
2011· article· en· Canadian Medical Association Journal· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
6
citations
affunlabeled
Wettbewerbspotenziale im deutschen Apothekenmarkt
Michael Coenen, Justus Haucap, Annika Herr, Björn A. Kuchinke
2011· book-chapter· de· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
6
citations
affgemma · stsgpt · no categorymodels split
The shipwreck of the singular
David Healy, Kalman Applbaum
2014· letter· en· Social Studies of Science· Economics, Econometrics and Finance
distilled prediction:candidate · stsconsensus · none
6
citations
affvenueunlabeled
Drug Shortages: More than Just Background Noise
Susan K. Bowles
2019· editorial· en· The Canadian Journal of Hospital Pharmacy· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
6
citations
affno abstractunlabeled
Economic evaluation of pharmacy services
2017· article· en· Research in Social and Administrative Pharmacy· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
6
citations

How this was built: Screen · Findings · About