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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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Nephrology Dialysis Transplantation
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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.

1,236 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.
1,236 works in the cohort · of 4,299,418page 2 of 25

Labels cover 1 of 1,236 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 1,236 of 1,236 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

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
afffundunlabeled
Chronic kidney disease and life expectancy
Tanvir Chowdhury Turin, Marcello Tonelli, Braden Manns, Pietro Ravani, Sofia B. Ahmed, Brenda R. Hemmelgarn
2012· article· en· Nephrology Dialysis Transplantation· Medicine
distilled prediction:candidate · noneconsensus · none
127
citations
affunlabeled
Sex hormones in women with kidney disease
Sofia B. Ahmed, Sharanya Ramesh
2016· review· en· Nephrology Dialysis Transplantation· Medicine
distilled prediction:candidate · noneconsensus · none
122
citations
aboutno affunlabeled
Validation of the kidney failure risk equation in European CKD patients
Michael J. Peeters, Arjan D. van Zuilen, Jan A.J.G. van den Brand, Michiel L. Bots, Peter J. Blankestijn, Jack F.M. Wetzels +9 more
2013· article· en· Nephrology Dialysis Transplantation· Medicine
distilled prediction:candidate · noneconsensus · none
105
citations
fundno affunlabeled
Sepsis-associated acute kidney injury—treatment standard
Alexander Zarbock, Jay L. Koyner, Hernando Gómez, Peter Pickkers, Lui G. Forni, Mitra K. Nadim +26 more
2023· review· en· Nephrology Dialysis Transplantation· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
102
citations

How this was built: Screen · Findings · About