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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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Hemodialysis International
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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.

2,302 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.
2,302 works in the cohort · of 4,299,418page 4 of 47

Labels cover 2 of 2,302 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 2,302 of 2,302 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Quality of life and alternate nightly nocturnal home hemodialysis
C. L. Van Eps, J. Jeffries, David W. Johnson, Scott B. Campbell, Nicole M. Isbel, David W. Mudge +1 more
2010· article· en· Hemodialysis International· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
47
citations
affvenueunlabeled
Patient selection and training for home hemodialysis
Jean‐Philippe Rioux, Mark R. Marshall, Rose Faratro, Raymond M. Hakim, Rosemary Simmonds, Christopher T. Chan
2015· review· en· Hemodialysis International· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
45
citations
venueno affunlabeled
Fluid overload and acute kidney injury
Preethi Yerram, Poorna R. Karuparthi, Madhukar Misra
2010· review· en· Hemodialysis International· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
43
citations
venueno affunlabeled
Diagnosing and preventing iron overload
Ganesh Ramanathan, John K. Olynyk, Paolo Ferrari
2017· review· en· Hemodialysis International· Medicine
distilled prediction:candidate · noneconsensus · none
42
citations
venueno affunlabeled
Phosphorus, phosphorous, and phosphate
O. Susan Iheagwara, Todd S. Ing, Carl M. Kjellstrand, Susie Q. Lew
2012· article· en· Hemodialysis International· Medicine
distilled prediction:candidate · noneconsensus · none
42
citations
affvenueaboutunlabeled
Optimal timing of initiation of chronic hemodialysis?
Barbara Wilson, Lori Harwood, Heather Locking-Cusolito, Salina J. Chen, Paul Heidenheim, Don CRAIK +1 more
2007· article· en· Hemodialysis International· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
41
citations
venueno affunlabeled
Bath salt intoxication causing acute kidney injury requiring hemodialysis
Hariharan Regunath, Venkatesh K. Ariyamuthu, Pranavkumar Dalal, Madhukar Misra
2012· article· en· Hemodialysis International· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
40
citations
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