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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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Journal of Vascular Surgery
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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.

1,076 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.
1,076 works in the cohort · of 4,299,418page 8 of 22

Labels cover 2 of 1,076 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 1,076 of 1,076 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutno abstractunlabeled
Predicting the need for vascular surgeons in Canada
Shamim Lotfi, Prasad Jetty, William Petrcich, George Hajjar, Andrew Hill, Dalibor Kubelik +2 more
2016· article· en· Journal of Vascular Surgery· Social Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Management of Acute Limb Ischemia in the Pediatric Population
Ahmed Kayssi, Furqan Shaikh, Graham Roche‐Nagle, Barry B. Rubin, Leonardo R. Brandão, Suzan Williams
2013· article· en· Journal of Vascular Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
A new “angle” on aortic neck angulation measurement
Mark Rockley, Adnan Hadziomerovic, Carl van Walraven, Prosenjit Bose, Oonagh Scallan, Prasad Jetty
2019· article· en· Journal of Vascular Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Placing equity at the core of vascular surgery research
Xiya Ma, Elizabeth Miranda, Dominique Vervoort
2020· letter· en· Journal of Vascular Surgery· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
3
citations
affno abstractunlabeled
The PARTNER trial
Thomas L. Forbes
2010· review· en· Journal of Vascular Surgery· Medicine
distilled prediction:candidate · metaepi_broadconsensus · none
3
citations

How this was built: Screen · Findings · About