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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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Clinical Laboratory Practices and Quality Control
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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
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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.

829 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
829 works in the cohort · of 4,299,418page 6 of 17

Labels cover 2 of 829 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 829 of 829 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Box plots: use and interpretation
Yang Liu
2008· article· en· Transfusion· Medicine
distilled prediction:candidate · noneconsensus · none
14
citations
affno abstractunlabeled
<i>The Journal of Clinical Pathology</i>
R Chetty
2005· article· he· Journal of Clinical Pathology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · metaresearch+research_integrity
14
citations
affunlabeled
Evaluation of i-STAT Creatinine Assay
M.H. Gault, M. Elizabeth Seymour, Wanda E. Howell
2001· article· en· ˜The œNephron journals/Nephron journals· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · none
14
citations
affunlabeled
Blood Collection
John Donovan, Patricia Brown
2005· article· en· Current Protocols in Neuroscience· Medicine
distilled prediction:candidate · noneconsensus · none
14
citations
affunlabeled
Postanalytical Quality Improvement
Peter J. Howanitz, George S. Cembrowski
2000· article· en· Archives of Pathology & Laboratory Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
14
citations
affno abstractunlabeled
Lot change for reagents and calibrators
Andrew Don-Wauchope
2016· article· en· Clinical Biochemistry· Medicine
distilled prediction:candidate · noneconsensus · none
13
citations
affno abstractunlabeled
Reference intervals: theory and practice
Victoria Higgins, Michelle Nieuwesteeg, Khosrow Adeli
2020· book-chapter· en· Elsevier eBooks· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
13
citations
affaboutunlabeled
Profiency testing in reticulocyte counting
Reinhard Lohmann, Linda N. Crawford, D.E. Wood
2008· article· en· Clinical & Laboratory Haematology· Medicine
distilled prediction:candidate · metaresearchconsensus · none
12
citations

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