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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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Surgical Innovation
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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.

affaffiliation
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aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

103 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.
103 works in the cohort · of 4,299,418page 2 of 3

Labels cover 0 of 103 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 103 of 103 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
The Abdominal Reapproximation Anchor Device
Alfin Okullo, Mehan Siriwardhane, Tony Pang, Jane‐Louise Sinclair, Vincent Lam, A. J. Richardson +2 more
2016· article· en· Surgical Innovation· Medicine
distilled prediction:candidate · noneconsensus · none
11
citations
affunlabeled
Robot-Assisted Cardiac Surgery
R. Rayman
2004· review· en· Surgical Innovation· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affunlabeled
A Novel Cooling Device for Kidney Transplant Surgery
Ali Dergham, Luke Witherspoon, Liam Power, Joseph Y. Nashed, Thomas A. A. Skinner
2024· article· en· Surgical Innovation· Medicine
distilled prediction:candidate · noneconsensus · none
5
citations
affaboutunlabeled
Transatlantic Peer-to-Peer Learning
Noel Lynch, Tulin Cil, Elaine Lehane, Michelle Reardon, Mark Corrigan
2014· article· en· Surgical Innovation· Medicine
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Robot-Assisted Surgery
M. Anvari
2004· article· en· Surgical Innovation· Medicine
distilled prediction:candidate · noneconsensus · none
2
citations
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How this was built: Screen · Findings · About