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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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Mechanical Circulatory Support Devices
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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.

1,961 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.
1,961 works in the cohort · of 4,299,418page 11 of 40

Labels cover 3 of 1,961 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 1,961 of 1,961 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Minimal-Access Left Ventricular Assist Device Implantation
Anson Cheung, Jia-Lin Soon, Jamil Bashir, Annemarie Kaan, Andrew Ignaszewski
2014· article· en· Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery· Engineering
distilled prediction:candidate · noneconsensus · none
22
citations
fundno affno abstractunlabeled
Antithrombotic Strategies and Device Thrombosis
Paul A. Gurbel, Palak Shah, Shashank Desai, Udaya S. Tantry
2018· review· en· Cardiology Clinics· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
21
citations
affunlabeled
Pediatric Extracorporeal Life Support in Specialized Situations
V. Ben Sivarajan, Mel C. Almodovar, Mark D. Rodefeld, Peter C. Laussen
2013· review· en· Pediatric Critical Care Medicine· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
21
citations
affunlabeled
Simple modified ultrafiltration
Gerard J. Myers, Richard Leadon, Lance B. Mitchell, David B. Ross
2000· article· en· Perfusion· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
20
citations
afffundunlabeled
Loss of Vascular CD34 Results in Increased Sensitivity to Lung Injury
Bernard C. Lo, Matthew J. Gold, Sebastian Scheer, Michael R. Hughes, Jessica Cait, Erin DeBruin +8 more
2017· article· en· American Journal of Respiratory Cell and Molecular Biology· Engineering
distilled prediction:candidate · noneconsensus · none
19
citations

How this was built: Screen · Findings · About