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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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Seminars in Nephrology
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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.

100 results · 1 filter active ·
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20022025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
100 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 100 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 100 of 100 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Sepsis-Associated Acute Kidney Injury
2015· review· en· Seminars in Nephrology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
392
citations
affno abstractunlabeled
Collapsing glomerulopathy
2003· review· en· Seminars in Nephrology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
97
citations
affno abstractunlabeled
Antihypertensive Drugs in Pregnancy
2011· review· en· Seminars in Nephrology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
92
citations
afffundno abstractunlabeled
Complement-Mediated Cellular Injury
2013· review· en· Seminars in Nephrology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
73
citations
affno abstractunlabeled
Chronic Kidney Disease and Pregnancy
2017· review· en· Seminars in Nephrology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
63
citations
afffundno abstractunlabeled
The Endothelium in Diabetic Nephropathy
2012· review· en· Seminars in Nephrology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
52
citations
afffundno abstractunlabeled
Risk Prediction Models in CKD
2017· review· en· Seminars in Nephrology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
46
citations
afffundno abstractunlabeled
The Antiphospholipid Syndrome
2007· review· en· Seminars in Nephrology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
39
citations
affno abstractunlabeled
Menopause and Chronic Kidney Disease
2017· review· en· Seminars in Nephrology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
38
citations

How this was built: Screen · Findings · About