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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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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 3 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
Concentrated Sodium Citrate (23%) for Catheter Lock
Stephen R. Ash, Rita A. Mankus, James M. Sutton, Ruth E. Criswell, Carol C. Crull, Katherine A. Velasquez +2 more
2000· article· en· Hemodialysis International· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
58
citations
venueno affunlabeled
Myocardial contractile function and intradialytic hypotension
Paul Owen, William S. Priestman, Mhairi K. Sigrist, Stewart H. Lambie, Stephen G. John, Lindsay Chesterton +1 more
2009· article· en· Hemodialysis International· Medicine
distilled prediction:candidate · noneconsensus · none
54
citations
venueno affunlabeled
Composition and clinical use of hemodialysates
Ramin Sam, Mohammad Vaseemuddin, Wai Yie Leong, Brooks E. Rogers, Carl M. Kjellstrand, Todd S. Ing
2006· article· en· Hemodialysis International· Medicine
distilled prediction:candidate · noneconsensus · none
53
citations
affvenueaboutunlabeled
International quotidian dialysis registry: Annual report 2009
Gihad Nesrallah, Rita S. Suri, Louise Moist, Meaghan S. Cuerden, Karen E. GROENEWEG, Raymond M. Hakim +7 more
2009· article· en· Hemodialysis International· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
51
citations
venueno affunlabeled
Phosphate binders: New products and challenges
Antonio Bellasi, Laura Kooienga, Geoffrey A. Block
2006· review· en· Hemodialysis International· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
50
citations
venueno affunlabeled
Choosing a dialyzer: What clinicians need to know
Sabrina Haroon, Andrew Davenport
2018· review· en· Hemodialysis International· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
50
citations
venueno affunlabeled
Metformin intoxication requiring dialysis
Hoang‐Lan Nguyen, Luis Concepcion
2011· article· en· Hemodialysis International· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
48
citations
venueno affunlabeled
Management of hyperphosphatemia
Martin K. Kuhlmann
2006· review· en· Hemodialysis International· Medicine
distilled prediction:candidate · noneconsensus · none
48
citations
venueno affunlabeled
Dialysis in the poisoned patient
George Bayliss
2010· review· en· Hemodialysis International· Medicine
distilled prediction:candidate · noneconsensus · none
47
citations
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

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