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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
aboutaboutness

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
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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 7 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.

affunlabeled
Achieving High Reliability in Histology
Yael Heher, Yigu Chen, Sergey Pyatibrat, Edward Yoon, Jeffrey D. Goldsmith, Kenneth Sands
2016· article· en· American Journal of Clinical Pathology· Medicine
distilled prediction:candidate · metaresearchconsensus · none
9
citations
affno abstractunlabeled
The dark side of point-of-care testing
J. S. Shaw
2017· article· en· Clinical Biochemistry· Medicine
distilled prediction:candidate · metaresearchconsensus · none
9
citations
affunlabeled
Diagnostics in the shadow of HIV epidemics
George Janossy, Frank Mandy, Maurice R.G. O’Gorman
2008· article· en· Cytometry Part B Clinical Cytometry· Medicine
distilled prediction:candidate · metaresearchconsensus · none
8
citations
affno abstractunlabeled
Laboratory information management
Christopher R. McCudden, Matthew Henderson, Brian R. Jackson
2020· book-chapter· en· Elsevier eBooks· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
8
citations
afffundunlabeled
Analytical evaluation of the Radiometer AQT90 FLEX βhCG assay
Miranda Brun, Laura Holloway, Amanda Oleksy, Jan Dayton, Mathew P. Estey, Bobbi-Lynn Goudreau +1 more
2019· article· en· Practical Laboratory Medicine· Medicine
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
7
citations

How this was built: Screen · Findings · About