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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 in Clinical Applications
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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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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.

1,606 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.
1,606 works in the cohort · of 4,299,418page 5 of 33

Labels cover 6 of 1,606 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 1,606 of 1,606 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The sonographic diagnosis of pneumothorax
AndrewW Kirkpatrick, Jean‐François Ouellet, ChadG Ball, NovaL Panebianco
2011· article· en· Journal of Emergencies Trauma and Shock· Medicine
distilled prediction:candidate · noneconsensus · none
41
citations
affno abstractunlabeled
A Shifting Paradigm
Jeffrey A. Marbach, Aws Almufleh, Pietro Di Santo, Trevor Simard, Richard G. Jung, Gretchen Diemer +5 more
2020· review· en· CHEST Journal· Medicine
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
40
citations
affno abstractunlabeled
Better With Ultrasound
Ariel Hendin, Seth Koenig, Scott J. Millington
2020· review· en· CHEST Journal· Medicine
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · insufficient_payload
40
citations
affno abstractunlabeled
Recommendations for Cardiac Point-of-Care Ultrasound Nomenclature
James N. Kirkpatrick, Nova L. Panebianco, José L. Díaz‐Gómez, Srikar Adhikari, Merri L. Bremer, Yuriy S. Bronshteyn +20 more
2024· article· en· Journal of the American Society of Echocardiography· Medicine
distilled prediction:candidate · noneconsensus · none
36
citations

How this was built: Screen · Findings · About