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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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Pancreatology
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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.

134 results · 1 filter active ·
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20012025
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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.
134 works in the cohort · of 4,299,418page 2 of 3

Labels cover 1 of 134 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 134 of 134 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Drug-induced acute pancreatitis in ulcerative colitis
Antonio Amodio, Eugenio Marconato
2021· letter· en· Pancreatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
1
citations
affno abstractunlabeled
Reporting residual disease (R0/R1) following pancreatoduodenectomy for pancreatic ductal adenocarcinoma: a joint position statement by the International Study Group for Pancreatic Surgery (ISGPS) and the International Study Group of Pancreatic Pathologists (ISGPP)
Lisanne Lutter, Rutger T. Theijse, Boris V. Janssen, Olca Baştürk, Lodewijk A.A. Brosens, Iréne Esposito +8 more
2025· article· en· Pancreatology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
iCyst: 1 year, 1000 and more simulations through an app
Alberto Balduzzi, Giovanni Marchegiani, Stefano Andrianello, Tommaso Pollini, Andrea Caravati, M. Biancotto +5 more
2021· article· en· Pancreatology· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
PancreOS: A network of registries on Pancreatic Cancer
R. Benítez Dorta, Núria Malats, María del Mar Bermejo Olano, PancreOS. Participants
2025· article· en· Pancreatology· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About