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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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Soft Robotics and Applications
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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
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.

847 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.
847 works in the cohort · of 4,299,418page 3 of 17

Labels cover 0 of 847 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 847 of 847 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.

affunlabeled
Telerobotic Sonography for Remote Diagnostic Imaging
Scott Adams, Brent Burbridge, Haron Obaid, Grant Stoneham, Paul Babyn, Ivar Mendez
2020· review· en· Journal of Ultrasound in Medicine· Engineering
machine prediction:candidate · noneconsensus · none
49
citations
fundno affunlabeled
MRI-Compatible Robotics
Roger Gassert, Etienne Burdet, Kiyoyuki Chinzei
2008· article· en· IEEE Engineering in Medicine and Biology Magazine· Engineering
machine prediction:candidate · noneconsensus · none
47
citations
afffundno abstractunlabeled
Hand-Held Steerable Needle Device
R. Ebrahimi, Stephen Okazawa, Robert Rohling, Septimiu E. Salcudean
2003· book-chapter· en· Lecture notes in computer science· Engineering
machine prediction:candidate · noneconsensus · none
41
citations
affno abstractunlabeled
Intra-operative Robotics: NeuroArm
Michael Lang, Alexander D. Greer, Garnette R. Sutherland
2010· article· en· Acta neurochirurgica. Supplementum· Engineering
machine prediction:candidate · noneconsensus · none
39
citations
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How this was built: Screen · Findings · About