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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 industry and healthcare
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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.

1,489 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.
1,489 works in the cohort · of 4,299,418page 28 of 30

Labels cover 35 of 1,489 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 1,489 of 1,489 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.

venueno affno abstractunlabeled
10.1016/s0029-7437(05)71238-6
2000· article· en· Time to knit· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Regulatory data are hidden in plain sight
Harriet Rosenberg, Adrienne Shnier
2017· letter· en· BMJ· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · metaresearch+open_scienceconsensus · none
0
citations
affvenueno abstractunlabeled
When Pharmaceutical Care and Privacy Collide
Renée Dykeman
2006· article· en· Canadian Pharmacists Journal / Revue des Pharmaciens du Canada· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
[no title]
Melissa M. Devlin, Vincent Maida
2017· article· fr· PubMed· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Letter to the Editor
Qianqian Li, Zichun Wei, Zhikang Tian
2024· letter· en· Spine· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · noneconsensus · none
0
citations
fundno affno abstractunlabeled
Disclosures
2023· article· en· Journal of the American Academy of Child & Adolescent Psychiatry· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Pricing Drugs
John R. Graham
2003· letter· en· Health Affairs· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Clinical trial budgets
Joseph A. Delaney
2005· letter· en· Canadian Medical Association Journal· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · metaresearchconsensus · none
0
citations
venueaboutno affno abstractunlabeled
10.1016/s1558-0164(09)70416-x
2000· article· en· Time to knit· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Potential Conflict of Interest Disclosures
2025· article· en· PEDIATRICS· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · research_integrityconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/s1541-9800(05)70494-4
2000· article· en· Time to knit· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Authorship: From credit to accountability – Reflections from the Editors’ network
Fernándo Alfonso, Parounak Zelveian, Jean-Jacques Monsuez, Michael Aschermann, Michael Böehm, Alfonso Buendía-Hernández +48 more
2019· review· es· Archivos de cardiolog�a de M�xico (English ed Internet)· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · metaresearch+research_integrityconsensus · none
0
citations
venueaboutno affunlabeled
Playing in the big leagues
Roger Collier
2012· article· en· Canadian Medical Association Journal· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
2020 Appendix: Duality of Interest Disclosures
2020· article· en· Canadian Journal of Diabetes· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
A Matter Of Trust
Jennifer R. Fishman
2008· article· en· Health Affairs· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The Present Concern
Benjamin W. Frush
2020· article· en· AJN American Journal of Nursing· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
“This ain’t my daddy’s AMA”
Wayne Kondro
2012· article· en· Canadian Medical Association Journal· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Revision de notre politique sur les interets concurrents des auteurs
Matthew B. Stanbrook, K. Flegel, Noni E. MacDonald, Amir Attaran, Laura Eggertson, B. Sibbald +5 more
2009· article· fr· Canadian Medical Association Journal· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · metaresearch+research_integrityconsensus · none
0
citations
affunlabeled
Industry funding of patient groups: a systematic review
Alice Fabbri, Leigh Parker, Cinzia Colombo, Paola Mosconi, Giussy Barbàra, Esther Yuet Ying Lau +4 more
2020· review· en· European Journal of Public Health· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · metaresearch+research_integrityconsensus · none
0
citations
affvenueunlabeled
Managing surgical conflicts of interest
Jasmine Cheng
2017· letter· en· Canadian Medical Association Journal· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · metaresearch+research_integrityconsensus · none
0
citations
affaboutunlabeled
How publicly funded research preserves scientific integrity
Katherine Myers
2025· article· The Canadian Journal of Science Communication· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · metaresearch+research_integrityconsensus · metaresearch
0
citations
aboutno affunlabeled
Mercenary hypocrisy at CMAJ.
Michael J. Jacka
2004· letter· en· PubMed· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · research_integrityconsensus · none
0
citations
affno abstractunlabeled
Talking about…
G. BRUTTOMESSO, N. MIGLINO
2005· article· en· Journal of Thrombosis and Haemostasis· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/s1544-8800(05)70471-1
2000· article· en· Time to knit· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Will CMAJ join PLoS?
Peter Suber
2006· preprint· en· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
0
citations
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