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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
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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
fundfunder
venuejournal
aboutaboutness

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 4 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.

affunlabeled
Patient and Caregiver Priorities for Outcomes in Peritoneal Dialysis
Karine Manera, David W. Johnson, Jonathan C. Craig, Jenny I. Shen, Lorena Ruiz, Angela Yee‐Moon Wang +18 more
2018· article· en· Clinical Journal of the American Society of Nephrology· Medicine
distilled prediction:candidate · noneconsensus · none
143
citations
fundno affno abstractunlabeled
Nutritional status in the HEMO study cohort at baseline
Michael V. Rocco, Lata Paranandi, Jerrilynn D. Burrowes, David B. Cockram, Johanna Dwyer, John W. Kusek +4 more
2002· article· en· American Journal of Kidney Diseases· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
138
citations
affaboutunlabeled
Predictors of Peritonitis in Patients on Peritoneal Dialysis
Sharon J. Nessim, Joanne M. Bargman, Peter C. Austin, Rosane Nisenbaum, Sarbjit V. Jassal
2009· article· en· Clinical Journal of the American Society of Nephrology· Medicine
distilled prediction:candidate · noneconsensus · none
135
citations
aboutno affunlabeled
Pain, sleep disturbance and survival in hemodialysis patients
Todd J. Harris, Rabia Nazir, Prashant Khetpal, Jordan B. Peterson, Pavan Chava, Sagar S. Patel +1 more
2011· article· en· Nephrology Dialysis Transplantation· Medicine
distilled prediction:candidate · noneconsensus · none
127
citations
affno abstractunlabeled
Research Priority Setting in Kidney Disease: A Systematic Review
Allison Tong, Shingisai Chando, Sally Crowe, Braden Manns, Wolfgang C. Winkelmayer­, Brenda R. Hemmelgarn +1 more
2015· review· en· American Journal of Kidney Diseases· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
120
citations
affno abstractunlabeled
Global case studies for chronic kidney disease/end-stage kidney disease care
Chih‐Wei Yang, David C.H. Harris, Valérie A. Luyckx, Masaomi Nangaku, Fan Fan Hou, Guillermo García-García +20 more
2020· review· en· Kidney International Supplements· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
116
citations
affno abstractunlabeled
Continuous Ambulatory Peritoneal Dialysis – 1981
Dimitrios G. Oreopoulos, Ramesh Khanna, Paul Williams, Stephen I. Vas
2008· article· en· ˜The œNephron journals/Nephron journals· Medicine
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
114
citations

How this was built: Screen · Findings · About