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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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Clinics in Laboratory Medicine
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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.

43 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.
43 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 43 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 43 of 43 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
The Platelet Storage Lesion
Dana V. Devine, Katherine Serrano
2010· article· en· Clinics in Laboratory Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
173
citations
affno abstractunlabeled
Artifacts that may be present on a blood film
Bakul I. Dalal, Malcolm L. Brigden
2002· review· en· Clinics in Laboratory Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · none
71
citations
affno abstractunlabeled
Hemolytic Disease of the Fetus and Newborn
Melanie E. Jackson, Jillian M. Baker
2020· review· en· Clinics in Laboratory Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
57
citations
affno abstractunlabeled
Beyond Identification
Mari L. DeMarco, Bradley Ford
2013· review· en· Clinics in Laboratory Medicine· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
50
citations
affno abstractunlabeled
Apolipoprotein A1 and B
Allan D. Sniderman, Santica M. Marcovina
2006· review· en· Clinics in Laboratory Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
49
citations
afffundno abstractunlabeled
Methods to Prevent Tick Bites and Lyme Disease
Nicholas H. Ogden, L. Robbin Lindsay, Steven W. Schofield
2015· review· en· Clinics in Laboratory Medicine· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrowconsensus · none
20
citations
affno abstractunlabeled
Clinical Pathogen Genomics
R. Andrew Cameron, Jessica L. Bohrhunter, Samantha Taffner, Adel Malek, Nicole Pecora
2020· review· en· Clinics in Laboratory Medicine· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
19
citations
affno abstractunlabeled
Melanoma Margin Assessment
Martin J. Trotter
2011· review· en· Clinics in Laboratory Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
19
citations
afffundno abstractunlabeled
Breaking Through the Barrier
Michael Woolman, Lauren Katz, Alessandra Tata, Sankha S. Basu, Arash Zarrine‐Afsar
2021· review· en· Clinics in Laboratory Medicine· Chemistry
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
18
citations
affno abstractunlabeled
Emerging gram-negative enteric infections
Johann Pitout, Deirdre L. Church
2004· review· en· Clinics in Laboratory Medicine· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
18
citations
affno abstractunlabeled
Quality Control of Automated Cell Counters
George S. Cembrowski, Gwen Clarke
2015· review· en· Clinics in Laboratory Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · research_integrity
17
citations
affno abstractunlabeled
Laboratory Diagnosis of Noroviruses
Xiaoli Pang, Bonita E. Lee
2015· review· en· Clinics in Laboratory Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
17
citations
afffundno abstractunlabeled
Serologic Diagnosis of Rheumatoid Arthritis
Hugues Allard‐Chamard, Gilles Boire
2019· review· en· Clinics in Laboratory Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
15
citations
affno abstractunlabeled
Reactive Lymphadenopathies
Maria Faraz, Flavia Rosado
2021· review· en· Clinics in Laboratory Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
12
citations
affno abstractunlabeled
Emerging gram-positive bacterial infections
Sameer Elsayed, Kevin B. Laupland
2004· review· en· Clinics in Laboratory Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
12
citations
affno abstractunlabeled
Copy Number Analysis in Cancer Diagnostic Testing
Tara Spence, Adrian M. Dubuc
2022· review· en· Clinics in Laboratory Medicine· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
6
citations
affno abstractunlabeled
Clinical Artificial Intelligence
Matthew B. A. McDermott, Bret Nestor, Peter Szolovits
2022· review· en· Clinics in Laboratory Medicine· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · none
6
citations
affno abstractunlabeled
Therapeutic Gene Editing with CRISPR
Elan Hahn, Matthew Hiemenz
2020· review· en· Clinics in Laboratory Medicine· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affno abstractunlabeled
Self-Ordering Laboratory Testing
Daniel T. Holmes
2020· review· en· Clinics in Laboratory Medicine· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity
4
citations
affno abstractunlabeled
Kidney Tumors
Farshid Siadat, Mehdi Mansoor, Ondřej Hes, Kiril Trpkov
2023· review· en· Clinics in Laboratory Medicine· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affno abstractunlabeled
The Future of Clinical Immunology Laboratory Testing
Hugues Allard‐Chamard, Vinay S. Mahajan
2019· review· en· Clinics in Laboratory Medicine· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
2
citations

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