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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.

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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
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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
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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 4 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.

aboutno affunlabeled
The Power of Asterisks
Gary L. Horowitz
2015· letter· en· Clinical Chemistry· Medicine
distilled prediction:candidate · metaresearch+research_integrityconsensus · research_integrity
25
citations
afffundaboutunlabeled
CALIPER Hematology Reference Standards (II)
Victoria Higgins, Houman Tahmasebi, Mary Kathryn Bohn, Alexandra Hall, Khosrow Adeli
2020· article· en· American Journal of Clinical Pathology· Medicine
distilled prediction:candidate · metaresearchconsensus · none
23
citations
aboutno affunlabeled
Morning Rounds Inpatient Test Availability
David A. Novis, Jane C. Dale
2000· article· en· Archives of Pathology & Laboratory Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
23
citations
affunlabeled
Directed Peer Review in Surgical Pathology
Maxwell L. Smith, Stephen S. Raab
2012· review· en· Advances in Anatomic Pathology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
22
citations
affaboutunlabeled
Critical values in Hematology
A. McFarlane, Bengisu Aslan, Anne Raby, G. Bourner, Ruth Padmore
2014· article· en· International Journal of Laboratory Hematology· Medicine
distilled prediction:candidate · metaresearchconsensus · none
22
citations
aboutno affunlabeled
Minimum retesting intervals in practice: 10 years experience
Tim Lang
2020· review· en· Clinical Chemistry and Laboratory Medicine (CCLM)· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
21
citations
afffundunlabeled
Addressing the Diagnostic Miscommunication in Pathology
Lorna Mirham, Jessica Hanna, George M. Yousef
2021· review· en· American Journal of Clinical Pathology· Medicine
distilled prediction:candidate · metaresearch+research_integrityconsensus · none
19
citations
affaboutunlabeled
A real-time dashboard for managing pathology processes
Fawaz Halwani, Wei Chen Li, Diponkar Banerjee, Lysanne Lessard, Daniel Amyot, Wojtek Michalowski +1 more
2016· article· en· Journal of Pathology Informatics· Medicine
distilled prediction:candidate · noneconsensus · none
19
citations
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