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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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Dialysis and Renal Disease Management
Retraction
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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
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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.

4,224 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
4,224 works in the cohort · of 4,299,418page 7 of 85

Labels cover 8 of 4,224 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 4,224 of 4,224 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.

affunlabeled
Dialysis in Late Life
Sarbjit V. Jassal, Diane Watson
2009· review· en· Clinical Journal of the American Society of Nephrology· Medicine
machine prediction:candidate · noneconsensus · none
86
citations
affunlabeled
In-center Nocturnal Hemodialysis
Ann Bugeja, Niki Dacouris, Alison Thomas, Rosa M. Marticorena, Philip A. McFarlane, Sandra Donnelly +1 more
2009· article· en· Clinical Journal of the American Society of Nephrology· Medicine
machine prediction:candidate · noneconsensus · none
85
citations
affno abstractunlabeled
Mechanisms of the cardiorenal syndromes
M. Khaled Shamseddin, Patrick S. Parfrey
2009· review· en· Nature Reviews Nephrology· Medicine
machine prediction:candidate · noneconsensus · none
85
citations
affno abstractunlabeled
Guidelines for laparoscopic peritoneal dialysis access surgery
Stephen Haggerty, Scott Roth, Danielle S. Walsh, Dimitrios Stefanidis, Raymond R. Price, Robert D. Fanelli +2 more
2014· article· en· Surgical Endoscopy· Medicine
machine prediction:candidate · noneconsensus · none
85
citations
afffundno abstractunlabeled
Daily nocturnal home hemodialysis
Andreas Pierratos
2004· article· en· Kidney International· Medicine
machine prediction:candidate · noneconsensus · none
84
citations
afffundunlabeled
Cardiovascular disease in chronic kidney disease
Katharina Schuett, David Z.I. Cherney, Joachim Jankowski, Kunihiro Matsushita, Massimo Nardone, Nikolaus Marx
2025· review· en· European Heart Journal· Medicine
machine prediction:candidate · noneconsensus · none
82
citations
affunlabeled
How to Overcome Barriers and Establish a Successful Home HD Program
Bessie A. Young, Christopher T. Chan, Christopher R. Blagg, Robert S. Lockridge, Thomas A. Golper, Fred Finkelstein +2 more
2012· review· en· Clinical Journal of the American Society of Nephrology· Medicine
machine prediction:candidate · noneconsensus · none
82
citations
affunlabeled
A Trial of Extending Hemodialysis Hours and Quality of Life
Meg Jardine, Li Zuo, Nicholas A. Gray, Janak de Zoysa, Christopher T. Chan, Martin Gallagher +11 more
2017· article· en· Journal of the American Society of Nephrology· Medicine
machine prediction:candidate · noneconsensus · none
81
citations
affunlabeled
Incremental peritoneal dialysis
Peter G. Blake, Jie Dong, Simon Davies
2020· article· en· Peritoneal Dialysis International· Medicine
machine prediction:candidate · noneconsensus · none
81
citations
venueno affunlabeled
Patient preferences for in‐center intense hemodialysis
Nirupama Ramkumar, Srinivasan Beddhu, Paul W. Eggers, Lisa M. Pappas, Alfred K. Cheung
2005· article· en· Hemodialysis International· Medicine
machine prediction:candidate · noneconsensus · none
78
citations
affunlabeled
Determinants of Cardiac Autonomic Dysfunction in ESRD
Christopher T. Chan, Nathan W. Levin, Glenn M. Chertow, Brett Larive, Gerald Schulman, Peter Kotanko
2010· article· en· Clinical Journal of the American Society of Nephrology· Medicine
machine prediction:candidate · noneconsensus · none
77
citations
affunlabeled
Remote Patient Management for Home Dialysis Patients
Eric Wallace, Mitchell H. Rosner, Mark Dominik Alscher, Claus Peter Schmitt, Arsh K. Jain, Francesca Tentori +10 more
2017· article· en· Kidney International Reports· Medicine
machine prediction:candidate · noneconsensus · none
77
citations
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