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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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Nature Reviews Rheumatology
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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.

137 results · 1 filter active ·
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20092025
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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.
137 works in the cohort · of 4,299,418page 3 of 3

Labels cover 1 of 137 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 137 of 137 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Oral or subcutaneous methotrexate for rheumatoid arthritis?
Sabri Alsaeedi, Edward Keystone
2014· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaepi_narrow+metaepi_broad+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
5
citations
affno abstractunlabeled
Issues in implementing a treat-to-target approach in RA
Marc D. Cohen, Edward Keystone
2013· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
5
citations
affno abstractunlabeled
Treat-to-target in spondyloarthritis—do we have a plan?
Walter P. Maksymowych
2013· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
5
citations
affno abstractunlabeled
Limitations of guidelines for low back pain therapy
Andrea D Furlan, Vicki Pennick
2009· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · none
4
citations
affno abstractunlabeled
Opioid guidelines: helpful for the rheumatologist?
Mary‐Ann Fitzcharles, Yoram Shir
2009· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow+research_integrity
4
citations
afffundno abstractunlabeled
Cholesterol and cartilage do not mix well
Frank Beier
2019· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
3
citations
affno abstractunlabeled
Falling out of love with knee arthroscopy
Teppo L. N. Järvinen, Gordon Guyatt
2017· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
3
citations
affno abstractunlabeled
Keep your Sox on, chondrocytes!
Andrew A. Pitsillides, Frank Beier
2021· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
3
citations
afffundno abstractunlabeled
The burden of serious infections in SLE
Jessica Widdifield, Sasha Bernatsky
2015· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
3
citations
affno abstractunlabeled
Understanding synovial cell diversity in post-traumatic OA
Jason S. Rockel, Mohit Kapoor
2022· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
2
citations
affno abstractunlabeled
Opioids for RA: a clinical dilemma
Winfried Häuser, Mary‐Ann Fitzcharles
2017· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaepi_narrow+metaepi_broad+research_integrity+insufficient_payloadconsensus · research_integrity
2
citations
affno abstractunlabeled
Inborn errors of immunity and AAV: a complex picture
Clément Triaille, Marie‐Louise Frémond, Augusto Vaglio
2025· review· en· Nature Reviews Rheumatology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
1
citations
affno abstractunlabeled
Is air pollution linked with poor response to biologics?
Naizhuo Zhao, Sasha Bernatsky
2021· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
1
citations
affno abstractunlabeled
The role of the patient in rheumatology
Jeanette Andersen, Janet Church, Sue M. Durrant, Sue Farrington, Noriko Okochi, Natasha Trehan
2025· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · research_integrityconsensus · research_integrity
1
citations
affno abstractunlabeled
Looking to the new horizon in rheumatology research
Elizabeth C. Rosser, Lucy R. Wedderburn
2025· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
1
citations
affno abstractunlabeled
The 2022 ACR vaccination guideline: a call-to-action
Inés Colmegna, Michael Libman
2023· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
affno abstractunlabeled
Defining axial involvement in juvenile SpA
Denis Poddubnyy
2024· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
affno abstractunlabeled
Progress in mechanisms and therapy for fibromyalgia
Hance Clarke, Mary‐Ann Fitzcharles
2025· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
affno abstractunlabeled
Reply to ‘Inborn errors of immunity and AAV: a complex picture’
Ahmet Gül, Ivona Aksentijevich, Paul Brogan, Marco Gattorno, Peter C. Grayson, Seza Özen
2025· review· en· Nature Reviews Rheumatology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
0
citations
affno abstractunlabeled
How the COVID-19 pandemic has affected rheumatology research
Paula Alba Moreyra, Françis Berenbaum, Debashish Danda, Bettina Grötsch, Simon Stones, Sowmya Viswanathan
2022· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
0
citations

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