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

affunlabeled
Physicians and the Pharmaceutical Industry
Ashley Wazana
2000· review· en· JAMA· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
1,411
citations
aboutno affunlabeled
Building on Values: The Future of Health Care in Canada
Michael Wynne, Wendy S. Armstrong
2005· article· en· Genetics and Molecular Biology· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · noneconsensus · none
1,032
citations
affunlabeled
Professional Medical Associations and Their Relationships With Industry
David J. Rothman, Walter J. McDonald, Carol D. Berkowitz, Susan Chimonas, Catherine D. DeAngelis, Ralph W. Hale +5 more
2009· article· en· JAMA· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · research_integrity
301
citations
affgemma · stsgpt · insufficient_payloadmodels split
Ghosts in the Machine
Sergio Sismondo
2009· article· en· Social Studies of Science· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · stsconsensus · none
298
citations
affunlabeled
Ghost Authorship in Industry-Initiated Randomised Trials
Peter C Gøtzsche, Asbjørn Hróbjartsson, Helle Krogh Johansen, Mette T. Haahr, Douglas G. Altman, An‐Wen Chan
2007· article· en· PLoS Medicine· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
288
citations
affunlabeled
Effect of Blinded Peer Review on Abstract Acceptance
Joseph S. Ross, Cary P. Gross, Mayur M. Desai, Yuling Hong, Augustus O. Grant, Stephen R. Daniels +4 more
2006· article· en· JAMA· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · insufficient_payloadconsensus · none
249
citations
affaboutunlabeled
The Meaning of Author Order in Medical Research
Mark O. Baerlocher, Marshall Newton, Tina Gautam, George Tomlinson, Allan S. Detsky
2007· article· en· Journal of Investigative Medicine· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · metaresearch
165
citations
affno abstractunlabeled
Clinical trial registration: transparency is the watchword
Ida Sim, An‐Wen Chan, A Metin Gülmezoglu, Tim Evans, Tikki Pang
2006· article· en· The Lancet· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
164
citations
affno abstractunlabeled
Industry sponsorship and research outcome: systematic review with meta-analysis
Andreas Lundh, Joel Lexchin, Barbara Mintzes, Jeppe Bennekou Schroll, Lisa Bero
2018· review· en· Intensive Care Medicine· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
163
citations
affunlabeled
Evolution of the Randomized Controlled Trial in Oncology Over Three Decades
Christopher M. Booth, David W. Cescon, Lisa Wang, Ian F. Tannock, Monika K. Krzyzanowska
2008· article· en· Journal of Clinical Oncology· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · research_integrity
158
citations
affunlabeled
Medications as Social Phenomena
David Cohen, Michael McCubbin, Johanne Collin, Guilhème Pérodeau
2001· article· en· Health An Interdisciplinary Journal for the Social Study of Health Illness and Medicine· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · stsconsensus · none
148
citations
affunlabeled
Conflict of Interest in Orthopaedic Research
Kanu Okike, Mininder S. Kocher, Charles T. Mehlman, Mohit Bhandari
2007· article· en· Journal of Bone and Joint Surgery· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · research_integrityconsensus · none
141
citations
affno abstractunlabeled
Sponsorship, authorship, and accountability
Frank Davidoff, Catherine D. DeAngelis, Jeffrey M. Drazen, John Hoey, L Højgaard, Richard Horton +8 more
2001· article· en· The Lancet· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · insufficient_payloadconsensus · none
141
citations
venueno affunlabeled
Excess in the pharmaceutical industry
Marcia Angell
2004· article· en· Canadian Medical Association Journal· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · research_integrity
141
citations
affunlabeled
Industry Sponsorship and Authorship of Clinical Trials Over 20 Years
Susan Buchkowsky, Peter J. Jewesson
2004· review· en· Annals of Pharmacotherapy· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
134
citations
affno abstractunlabeled
Direct-to-Consumer Promotion of Prescription Drugs
Steven Findlay
2001· review· en· PharmacoEconomics· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
129
citations
affno abstractunlabeled
Industry-sponsored clinical research: a double-edged sword
Julio Montaner, Michael V. O’Shaughnessy, Martin T. Schechter
2001· review· en· The Lancet· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
128
citations

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