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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 1 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
Global epidemiology of systemic lupus erythematosus
Megan R.W. Barber, Cristina Drenkard, Titilola Falasinnu, Alberta Hoi, Anselm Mak, Nien Yee Kow +4 more
2021· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+research_integrityconsensus · metaepi_narrow+research_integrity
672
citations
afffundno abstractunlabeled
Fibrosis—a lethal component of systemic sclerosis
Yuen Yee Ho, David Lagares, Andrew M. Tager, Mohit Kapoor
2014· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
301
citations
afffundno abstractunlabeled
Diagnosis and management of neuropsychiatric SLE
John G. Hanly
2014· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
295
citations
affno abstractunlabeled
Synovial tissue research: a state-of-the-art review
Carl Orr, Elsa Vieira‐Sousa, David L. Boyle, Maya H Buch, Christopher D. Buckley, Juan D. Cañete +23 more
2017· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
257
citations
afffundno abstractunlabeled
The non-coding RNA interactome in joint health and disease
Shabana Amanda Ali, Mandy J. Peffers, Michelle J. Ormseth, Igor Jurišica, Mohit Kapoor
2021· review· en· Nature Reviews Rheumatology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
229
citations
afffundno abstractunlabeled
State-of-the-art evidence in the treatment of systemic sclerosis
Janet Pope, Christopher P. Denton, Sindhu R. Johnson, Andreu Fernández‐Codina, Marie Hudson, Tatiana Nevskaya
2023· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · noneconsensus · none
191
citations
afffundno abstractunlabeled
Interplay between genetics and epigenetics in osteoarthritis
Sarah J. Rice, Frank Beier, David A. Young, John Loughlin
2020· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
164
citations
afffundno abstractunlabeled
Autophagy: controlling cell fate in rheumatic diseases
Jason S. Rockel, Mohit Kapoor
2016· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
158
citations
afffundno abstractunlabeled
Mechanisms and clinical implications of intervertebral disc calcification
Uruj Zehra, Marianna A. Tryfonidou, James C. Iatridis, Svenja Illien‐Jünger, Fackson Mwale, Dino Samartzis
2022· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
154
citations
afffundno abstractunlabeled
Establishing outcome measures in early knee osteoarthritis
Carolyn A. Emery, Jackie L. Whittaker, Armaghan Mahmoudian, Stefan Lohmander, Ewa M. Roos, Kim L. Bennell +20 more
2019· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
153
citations
affno abstractunlabeled
The non-haemostatic role of platelets in systemic lupus erythematosus
Petrus Linge, Paul R. Fortin, Christian Lood, Anders Bengtsson, Éric Boilard
2018· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
135
citations
affno abstractunlabeled
Epstein–Barr virus as a potentiator of autoimmune diseases
William H. Robinson, Shady Younis, Zelda Z. Love, Lawrence Steinman, Tobias V. Lanz
2024· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
119
citations
affno abstractunlabeled
Epidemiology of the idiopathic inflammatory myopathies
Thomas Khoo, James B Lilleker, Bernard Yu‐Hor Thong, Valérie Leclair, Janine A. Lamb, Hector Chinoy
2023· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
104
citations
afffundno abstractunlabeled
Sex- and gender-related differences in psoriatic arthritis
Sanjana Tarannum, Ying Ying Leung, Sindhu R. Johnson, Jessica Widdifield, Vibeke Strand, Paula A. Rochon +1 more
2022· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
94
citations
affno abstractunlabeled
New advances in juvenile spondyloarthritis
Shirley M. L. Tse, Ronald M. Laxer
2012· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
91
citations
affno abstractunlabeled
DNA-damaging autoantibodies and cancer: the lupus butterfly theory
Philip W. Noble, Sasha Bernatsky, Ann E. Clarke, David Isenberg, Rosalind Ramsey‐Goldman, James E. Hansen
2016· review· en· Nature Reviews Rheumatology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
86
citations
affno abstractunlabeled
The role of mitochondria in rheumatic diseases
Yann Becker, Bhargavi Duvvuri, Paul R. Fortin, Christian Lood, Éric Boilard
2022· review· en· Nature Reviews Rheumatology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
84
citations
affno abstractunlabeled
MIS-C: early lessons from immune profiling
Lauren A. Henderson, Rae S. M. Yeung
2020· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
71
citations
fundno affno abstractunlabeled
Engineering approaches for RNA-based and cell-based osteoarthritis therapies
Carlisle R. DeJulius, Bonnie L. Walton, Juan M. Colazo, Richard d’Arcy, Nora Francini, Jonathan M. Brunger +1 more
2024· review· en· Nature Reviews Rheumatology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
70
citations
affno abstractunlabeled
Disease modification in ankylosing spondylitis
Walter P. Maksymowych
2010· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
68
citations
afffundno abstractunlabeled
Proteinases and their receptors in inflammatory arthritis: an overview
Κατερίνα Οικονομοπούλου, Eleftherios P. Diamandis, Morley D. Hollenberg, Vinod Chandran
2018· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
62
citations
afffundno abstractunlabeled
Pain in ankylosing spondylitis: a neuro-immune collaboration
Katayoon Bidad, Eric Gracey, Kasey S. Hemington, Josiane C.S. Mapplebeck, Karen D. Davis, Robert D. Inman
2017· review· en· Nature Reviews Rheumatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
62
citations

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