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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
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
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 10 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
Minimally invasive ventricular assist device implantation
Florian Fahr, Asim Khan, Christian Bireta, M. Nozdrzykowski, Stefan Feder, Nikhil Deshmukh +6 more
2021· review· en· Journal of Thoracic Disease· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
24
citations
affunlabeled
Setup and Maintenance of Extracorporeal Life Support Programs
Anne‐Marie Guerguerian, Mark Ogino, Heidi J. Dalton, Lara Shekerdemian
2013· review· en· Pediatric Critical Care Medicine· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
24
citations
aboutno affunlabeled
International Pediatric Perfusion Practice: 2016 Survey Results
Thomas Klein, Jordan Voss, Vincent Olshove, Rajeev Gupta, Luiz Fernando Canêo, Robert C. Groom
2021· article· en· Journal of ExtraCorporeal Technology· Engineering
distilled prediction:candidate · noneconsensus · none
23
citations
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

How this was built: Screen · Findings · About