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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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Expert Review of Medical Devices
Topic
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
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

79 results · 1 filter active ·
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20052025
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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.
79 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 79 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 79 of 79 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Temperature-sensitive polymers for drug delivery
Scott D. Fitzpatrick, Lindsay E. Fitzpatrick, Ajit Thakur, Mohammad A. Jafar Mazumder, Heather Sheardown
2012· review· en· Expert Review of Medical Devices· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
63
citations
affunlabeled
Myoelectric training systems
Michael R. Dawson, Jason P. Carey, Farbod Fahimi
2011· review· en· Expert Review of Medical Devices· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
46
citations
affunlabeled
Recent advances in devices for mechanical thrombectomy
Raphaël Blanc, Simon Escalard, Humain Baharvadhat, Jean‐Philippe Désilles, William Boisseau, Robert Fahed +8 more
2020· review· en· Expert Review of Medical Devices· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
32
citations
affunlabeled
All-inside meniscal repair devices and techniques
Jeff Tuman, Marc S. Haro, Sarah Foley, David R. Diduch
2012· review· en· Expert Review of Medical Devices· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
19
citations
affunlabeled
Robotics in invasive cardiac electrophysiology
Mohammed Shurrab, Richard J. Schilling, Eli S. Gang, Ejaz Khan, Eugene Crystal
2014· review· en· Expert Review of Medical Devices· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
13
citations
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