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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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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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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 1 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.

afffundunlabeled
What Do Surgeons See
M. Stella Atkins, Geoffrey Tien, Rana S. A. Khan, Adam Meneghetti, Bin Zheng
2012· article· en· Surgical Innovation· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
59
citations
affunlabeled
Robot-Assisted Neurosurgery
Peter Rizun, Paul B. McBeth, Deon Louw, Garnette R. Sutherland
2004· review· en· Surgical Innovation· Engineering
distilled prediction:candidate · noneconsensus · none
45
citations
affunlabeled
Robot-Assisted Orthopedic Surgery
Anthony Adili
2004· review· en· Surgical Innovation· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
41
citations
afffundunlabeled
Virtual Reality Simulator
David B. Clarke, Ryan C.N. D’Arcy, Denis Laroche, Guy Godin, Sujoy Ghosh Hajra, Rupert Brooks +1 more
2012· article· en· Surgical Innovation· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
24
citations
affunlabeled
Laparoscopic Splenectomy
Shannon A. Fraser, Simon Bergman, Jacob Garzon
2011· article· en· Surgical Innovation· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
20
citations
afffundaboutunlabeled
New Technologies and Surgical Innovation
Paule Poulin, Lea Austen, John B. Kortbeek, René Lafrenière
2011· article· en· Surgical Innovation· Engineering
distilled prediction:candidate · noneconsensus · none
19
citations
affaboutunlabeled
Smartphones and Patient Care
Jeremy Goldfarb, Ahmed Kayssi, Karen Devon, Peter G. Rossos, Tulin Cil
2016· article· en· Surgical Innovation· Health Professions
distilled prediction:candidate · noneconsensus · none
15
citations
affaboutunlabeled
Adoption of Surgical Innovations
Frances C. Wright, Anna R. Gagliardi, Novlette Fraser, May Lynn Quan
2011· article· en· Surgical Innovation· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
14
citations
affunlabeled
Objective Assessment of Laparoscopic Skills
Adam Meneghetti, George Pachev, Bin Zheng, O. Neely M. Panton, Karim Qayumi
2011· article· en· Surgical Innovation· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations

How this was built: Screen · Findings · About