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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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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.

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

affno abstractunlabeled
KDOQI Clinical Practice Guideline for Hemodialysis Adequacy: 2015 Update
John T. Daugirdas, Thomas A. Depner, Jula K. Inrig, Rajnish Mehrotra, Michael V. Rocco, Rita S. Suri +15 more
2015· review· en· American Journal of Kidney Diseases· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
1,312
citations
affno abstractunlabeled
Chronic kidney disease
Paola Romagnani, Giuseppe Remuzzi, Richard J. Glassock, Adeera Levin, Kitty J. Jager, Marcello Tonelli +3 more
2017· review· en· Nature Reviews Disease Primers· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
972
citations
affno abstractunlabeled
The current and future landscape of dialysis
Jonathan Himmelfarb, Raymond Vanholder, Rajnish Mehrotra, Marcello Tonelli
2020· review· en· Nature Reviews Nephrology· Medicine
distilled prediction:candidate · noneconsensus · none
633
citations
affaboutunlabeled
End-of-Life Care Preferences and Needs
Sara N. Davison
2010· article· en· Clinical Journal of the American Society of Nephrology· Medicine
distilled prediction:candidate · noneconsensus · none
626
citations
afffundunlabeled
Epidemiology of haemodialysis outcomes
Aminu K. Bello, Ikechi G. Okpechi, Mohamed A. Osman, Yeoungjee Cho, Htay Htay, Vivekanand Jha +2 more
2022· review· en· Nature Reviews Nephrology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
594
citations
afffundunlabeled
Global Trends in Rates of Peritoneal Dialysis
Arsh K. Jain, Peter G. Blake, Peter E. Cordy, Amit Garg
2012· article· en· Journal of the American Society of Nephrology· Medicine
distilled prediction:candidate · noneconsensus · none
548
citations
afffundaboutunlabeled
Setting Research Priorities for Patients on or Nearing Dialysis
Braden Manns, Brenda R. Hemmelgarn, Erin Lillie, Sally Crowe P.G. Dip, Annette Cyr, Michael Gladish +5 more
2014· article· en· Clinical Journal of the American Society of Nephrology· Medicine
distilled prediction:candidate · noneconsensus · none
312
citations
affaboutunlabeled
Left Ventricular Hypertrophy in the Renal Patient
Rachel Middleton, Patrick S. Parfrey, Robert N. Foley
2001· review· en· Journal of the American Society of Nephrology· Medicine
distilled prediction:candidate · noneconsensus · none
293
citations
affunlabeled
Health-related Quality of Life in CKD Patients
Salim Mujais, Ken Story, John R. Brouillette, Tomoko Takano, Steven Soroka, Catherine Franek +2 more
2009· article· en· Clinical Journal of the American Society of Nephrology· Medicine
distilled prediction:candidate · noneconsensus · none
292
citations
afffundunlabeled
The Pathophysiology of the Peritoneal Membrane
Olivier Devuyst, Peter J. Margetts, Nicholas Topley
2010· review· en· Journal of the American Society of Nephrology· Medicine
distilled prediction:candidate · stsconsensus · none
271
citations
affno abstractunlabeled
Chronic kidney disease and cardiovascular complications
Luca Di Lullo, Andrew A. House, Antonio Gorini, Alberto Santoboni, Domenico Russo, Claudio Ronco
2014· review· en· Heart Failure Reviews· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
263
citations

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