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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.

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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.

1,606 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 3 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.

afffundno abstractunlabeled
Cognitive Dysfunction After Total Knee Arthroplasty
R Rodriguez, Andrée Tellier, Jenny Grabowski, A Fazekas, Michelle A. Turek, Donald R. Miller +3 more
2005· article· en· The Journal of Arthroplasty· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
67
citations
affunlabeled
Signs in Thoracic Imaging
Geoffrey Marshall, Brenda Farnquist, John MacGregor, Paul Burrowes
2006· review· en· Journal of Thoracic Imaging· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
65
citations
affunlabeled
The Rapid Assessment of Competency in Echocardiography Scale
Scott J. Millington, Robert Arntfield, Michael Hewak, Stanley J. Hamstra, Yanick Beaulieu, Benjamin Hibbert +4 more
2016· article· en· Journal of Ultrasound in Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
65
citations
affno abstractunlabeled
Improving the Appropriate Use of Transthoracic Echocardiography
R. Sacha Bhatia, Noah Ivers, Xinxin Yin, Dorothy Myers, Gillian C. Nesbitt, Jeremy Edwards +21 more
2017· article· en· Journal of the American College of Cardiology· Medicine
distilled prediction:candidate · noneconsensus · none
61
citations
affno abstractunlabeled
Use of point of care sonography by emergency physicians
Ryan Henneberry, Andrew Healey, Guy Hebert, Urbain Ip, Mark Mensour, Pierre Mikhail +3 more
2012· review· en· Canadian Journal of Emergency Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
60
citations
affunlabeled
Point-of-care ultrasound
Courteney D.M. Fraleigh, Elsie Duff
2022· article· en· The Nurse Practitioner· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
58
citations
affno abstractunlabeled
Educational Intervention to Reduce Outpatient Inappropriate Echocardiograms
R. Sacha Bhatia, David M. Dudzinski, Rajeev Malhotra, Creagh E. Milford, Danita M. Yoerger Sanborn, Michael H. Picard +1 more
2014· letter· en· JACC. Cardiovascular imaging· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
58
citations
affno abstractunlabeled
Perioperative Right Ventricular Pressure Monitoring in Cardiac Surgery
Meggie Raymond, Lars Grønlykke, Étienne J. Couture, Georges Desjardins, Jennifer Cogan, Jennifer Cloutier +12 more
2018· review· en· Journal of Cardiothoracic and Vascular Anesthesia· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
57
citations

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