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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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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 8 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
Patient Selection for Left Ventricular Assist Devices
Lisa Mielniczuk, Tofy Mussivand, Ross A. Davies, Thierry Mesana, Roy G. Masters, Paul Hendry +2 more
2004· review· en· Artificial Organs· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
33
citations
fundno affunlabeled
Recommendations on the Indications for RBC Transfusion for the Critically Ill Child Receiving Support From Extracorporeal Membrane Oxygenation, Ventricular Assist, and Renal Replacement Therapy Devices From the Pediatric Critical Care Transfusion and Anemia Expertise Initiative
Melania M. Bembea, Ira M. Cheifetz, James D. Fortenberry, Timothy E. Bunchman, Stacey L. Valentine, Scot T. Bateman +1 more
2018· article· en· Pediatric Critical Care Medicine· Engineering
distilled prediction:candidate · stsconsensus · none
31
citations
afffundunlabeled
Solar-powered oxygen delivery: proof of concept
Hilary Turnbull, Andrea L. Conroy, Robert O. Opoka, Sophie Namasopo, Kevin C. Kain, Michael Hawkes
2016· article· en· The International Journal of Tuberculosis and Lung Disease· Engineering
distilled prediction:candidate · noneconsensus · none
30
citations
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How this was built: Screen · Findings · About