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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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Liver Disease and Transplantation
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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.

1,800 results · 1 filter active ·
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20002025
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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.
1,800 works in the cohort · of 4,299,418page 30 of 36

Labels cover 6 of 1,800 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 1,800 of 1,800 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

fundno affno abstractunlabeled
Reply
Samuel H. Sigal, S. Chris Pappas, Khurram Jamil
2023· letter· en· Clinical Gastroenterology and Hepatology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Decompensated liver cirrhosis
Jonathan Pearson, Euan Thomson
2023· article· en· Anaesthesia & intensive care medicine· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Acute kidney injury in liver cirrhosis
Florence Wong
2025· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
The Banding of an Esophageal Varix
Robert Enns
2005· article· en· Canadian Journal of Gastroenterology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/s1155-1976(03)00065-2
2000· article· en· Time to knit· Medicine
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Experience of a Single Romanian Center on CRRT
M Voiculescu, Camelia Ionescu, Gener Ismail, M. Roşu, A Sigheti
2003· article· en· Hemodialysis International· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Splanchnic Vein Thrombosis
2020· article· en· Definitions· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About