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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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Ultrasound Imaging and Elastography
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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.

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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.

1,055 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.
1,055 works in the cohort · of 4,299,418page 3 of 22

Labels cover 2 of 1,055 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 1,055 of 1,055 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Three-dimensional extended field-of-view ultrasound
Tony C. Poon, Robert Rohling
2006· article· en· Ultrasound in Medicine & Biology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
47
citations
afffundno abstractunlabeled
Hyper-frequency viscoelastic spectroscopy of biomaterials
Anis Hadj Henni, Cédric Schmitt, Marie-Élise Tremblay, Mélina Hamdine, Marie‐Claude Heuzey, Pierre J. Carreau +1 more
2011· article· en· Journal of the mechanical behavior of biomedical materials/Journal of mechanical behavior of biomedical materials· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
42
citations
afffundunlabeled
Deep learning in ultrasound elastography imaging: A review
Hongliang Li, Manish Bhatt, Zhen Qu, Shiming Zhang, Martin C. Hartel, Ali Khademhosseini +1 more
2022· review· en· Medical Physics· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
42
citations
afffundno abstractunlabeled
Viscoelastic power law parameters of in vivo human brain estimated by MR elastography
J. Testu, Matthew McGarry, Florian Dittmann, John B. Weaver, Keith D. Paulsen, Ingolf Sack +1 more
2017· article· en· Journal of the mechanical behavior of biomedical materials/Journal of mechanical behavior of biomedical materials· Medicine
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
41
citations
affno abstractunlabeled
Quantitative Shear Wave Elastography
Frederick Au, Sandeep Ghai, Fang‐I Lu, Hadas Moshonov, Pavel Crystal
2015· article· en· Academic Radiology· Medicine
distilled prediction:candidate · noneconsensus · none
39
citations

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