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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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Medical Device Sterilization and Disinfection
Retraction
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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.

325 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.
325 works in the cohort · of 4,299,418page 3 of 7

Labels cover 1 of 325 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 325 of 325 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
WGO Guideline—Endoscope Disinfection Update
Tony Speer, Michelle J. Alfa, Dianne Jones, Karen Vickery, Helen Griffiths, Roque Sáenz +1 more
2022· article· en· Journal of Clinical Gastroenterology· Immunology and Microbiology
distilled prediction:candidate · insufficient_payloadconsensus · none
14
citations
affno abstractunlabeled
Methodology of Reprocessing Reusable Accessories
Michelle J. Alfa
2000· article· en· Gastrointestinal Endoscopy Clinics of North America· Immunology and Microbiology
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
afffundno abstractunlabeled
Quality Systems Approach for Endoscope Reprocessing
Michelle J. Alfa
2020· review· en· Gastrointestinal Endoscopy Clinics of North America· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
affunlabeled
Multisociety guidance for sterilization and high-level disinfection
Erica S. Shenoy, David J. Weber, Kathleen McMullen, Zachary Rubin, Priya Sampathkumar, Joshua K. Schaffzin +13 more
2025· article· en· Infection Control and Hospital Epidemiology· Immunology and Microbiology
distilled prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
Endoscope sampling and culturing methods
Lionel Pineau, Michelle J. Alfa, C Radix
2024· article· en· Journal of Hospital Infection· Immunology and Microbiology
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Time for Action on Cleaning and Disinfecting Agents
Susan M. Tarlo
2021· letter· en· The Journal of Allergy and Clinical Immunology In Practice· Immunology and Microbiology
distilled prediction:candidate · research_integrityconsensus · none
5
citations

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