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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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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.

1,914 results · 1 filter active ·
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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.
1,914 works in the cohort · of 4,299,418page 7 of 39

Labels cover 1,914 of 1,914 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 1,914 of 1,914 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractgemma · metaresearch+bibliometricsgpt · bibliometricsmodels split
Exploring the interdisciplinarity patterns of highly cited papers
Shiji Chen, Junping Qiu, Clément Arsenault, Vincent Larivière
2020· article· en· Journal of Informetrics· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometricsconsensus · bibliometrics
56
citations
afffundgemma · metaresearchgpt · metaresearch+research_integritymodels split
Rapid review method series: interim guidance for the reporting of rapid reviews
Adrienne Stevens, Mona Hersi, Chantelle Garritty, Lisa Hartling, Beverley Shea, Lesley Stewart +2 more
2024· article· en· BMJ evidence-based medicine· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
55
citations
afffundaboutgemma · no categorygpt · metaresearchmodels split
Engaging youth in post-disaster research: Lessons learned from a creative methods approach
Lori Peek, Jennifer Tobin-Gurley, Robin S. Cox, Leila Scannell, Sarah Fletcher, Cheryl Heykoop
2016· article· en· Gateways International Journal of Community Research and Engagement· Social Sciences
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · metaresearch
54
citations
affgemma · metaresearchgpt · metaresearchmodels split
Implications of Pharmaceutical Industry Funding on Clinical Research
Joel Lexchin
2004· article· en· Annals of Pharmacotherapy· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
54
citations
affgemma · metaresearchgpt · metaresearchmodels agree
Assessing assumptions for statistical analyses in randomised clinical trials
Emil Eik Nielsen, Anders Kehlet Nørskov, Theis Lange, Lehana Thabane, Jørn Wetterslev, Jan Beyersmann +7 more
2019· article· en· BMJ evidence-based medicine· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch+insufficient_payload
53
citations
aboutno affgemma · metaresearchgpt · no categorymodels split
Boundaries Between Research Ethics and Ethical Research Use in Artificial Intelligence Health Research
Gabrielle Samuel, Jenn Chubb, Gemma Derrick
2021· article· en· Journal of Empirical Research on Human Research Ethics· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+sts+scholarly_communication+open_science+research_integrityconsensus · metaresearch+bibliometrics+sts+research_integrity
53
citations
affgemma · metaresearchgpt · metaresearchmodels agree
The rocky road: qualitative research as evidence
Mita Giacomini
2001· editorial· en· Evidence-Based Medicine· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaresearch+sts+research_integrity+insufficient_payload
53
citations
affno abstractgemma · metaresearch+research_integritygpt · metaresearch+research_integritymodels agree
Retraction of Neurosurgical Publications: A Systematic Review
Justin Wang, Jerry C. Ku, Naif M. Alotaibi, James T. Rutka
2017· review· en· World Neurosurgery· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · none
53
citations
affgpt · metaresearchgrok · metaresearchopus · metaresearchmodels agree
Found Poems, Member Checking and Crises of Representation
Rosemary C. Reilly
2015· article· en· The Qualitative Report· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
51
citations
afffundaboutgemma · metaresearchgpt · research_integritymodels split
Opportunities, Ethical Challenges, and Lessons Learned from Working with Peer Research Assistants in a Multi-Method HIV Community-Based Research Study in Ontario, Canada
Carmen H. Logie, LLana James, Wangari Tharao, Mona Loutfy
2012· article· en· Journal of Empirical Research on Human Research Ethics· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · metaresearch+research_integrity
50
citations
affgemma · metaresearch+research_integritygpt · research_integrity+scholarly_communicationmodels split
‘Stamp out paper mills’ — science sleuths on how to fight fake research
Anna Abalkina, René Aquarius, Elisabeth M. Bik, David Bimler, Dorothy Bishop, Jennifer A. Byrne +4 more
2025· article· en· Nature· Social Sciences
distilled prediction:candidate · sts+research_integrityconsensus · research_integrity
50
citations
fundno affgemma · metaresearchgpt · no categorymodels split
Point estimation for adaptive trial designs I: A methodological review
David S. Robertson, Babak Choodari‐Oskooei, Munyaradzi Dimairo, Laura Flight, Philip Pallmann, Thomas Jaki
2022· review· en· Statistics in Medicine· Mathematics
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · metaresearch
49
citations
affgemma · metaresearchgpt · no categorymodels split
Merging of the National Cancer Institute–funded cooperative oncology group data with an administrative data source to develop a more effective platform for clinical trial analysis and comparative effectiveness research: a report from the Children's Oncology Group
Richard Aplenc, Brian T. Fisher, Yuanjie Huang, Yuelin Li, Todd A. Alonzo, Robert B. Gerbing +7 more
2012· article· en· Pharmacoepidemiology and Drug Safety· Economics, Econometrics and Finance
distilled prediction:candidate · metaresearchconsensus · metaresearch
49
citations
affgemma · no categorygpt · metaresearchmodels split
Transitioning from Clinical to Qualitative Research Interviewing
Matthew Hunt, Lisa Chan, Anita Mehta
2011· article· en· International Journal of Qualitative Methods· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
48
citations

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