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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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Blood donation and transfusion practices
Retraction
Abstract
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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.

838 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.
838 works in the cohort · of 4,299,418page 9 of 17

Labels cover 1 of 838 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 838 of 838 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
An international effort and use of social media to save a young girl
Richard R. Gammon, Lisa Tyler, Harold Alvarez, Nancy Benitez, Sandra Nance, Angela Burton +4 more
2020· article· en· Vox Sanguinis· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
aboutno affunlabeled
Pathogen inactivation – regulators aspects
Matthias an der Heiden, Rita Seitz
2010· article· en· ISBT Science Series· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
4
citations
affaboutunlabeled
Current perceptions of Canadian autologous blood donors
M Banning, Janis Bormanis, Nedra R. Lander, Doris Neurath, G. Rock
2006· article· en· Vox Sanguinis· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
afffundunlabeled
Toward a Sociology of Plasma Products
Kelly Holloway, Quinn Grundy
2024· article· en· International Journal of Social Determinants of Health and Health Services· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
4
citations
aboutno affunlabeled
Hemovigilance: a momentous step to blood safety
Rasika S. Khobragade, Shrikant G. Paranjape, Jyoti B. Gadhade, Ameet Premchand
2022· article· en· International Journal of Basic & Clinical Pharmacology· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affaboutunlabeled
E‐learning in transfusion medicine: A scoping review
Arwa Z. Al‐Riyami, Jana Vanden Broeck, Naomi Rahimi‐Levene, Soumya Das, Ben Saxon, Yulia Lin +1 more
2023· review· en· Transfusion· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
4
citations
venueno affunlabeled
About bloody time
Edward S. Weiss
2014· letter· en· Canadian Medical Association Journal· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
4
citations
affno abstractunlabeled
Practical approaches to limited resources
C. K. Lin
2004· article· en· Vox Sanguinis· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affno abstractunlabeled
Contingency plan implementation
Doris Neurath, Nancy Cober, W. R. Owens, Antonio Giulivi
2012· review· en· Transfusion and Apheresis Science· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
affunlabeled
A clinical governance framework for blood services
L. M. Williamson, Richard J. Benjamin, Dana V. Devine, Louis M. Katz, Joanne Pink
2015· article· en· Vox Sanguinis· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
The International Society of Blood Transfusion (<scp>ISBT</scp>) Public Health Research Toolkit: A report from the Surveillance, Risk Assessment and Policy Sub‐group of the <scp>ISBT</scp> Transfusion Transmitted Infectious Diseases Working Party
Jean Stanley, Michael P. Busch, Christian Erikstrup, Susan A. Galel, Jerry A. Holmberg, Antoine Lewin +6 more
2024· article· en· Vox Sanguinis· Business, Management and Accounting
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
3
citations
affunlabeled
Jehovah's Witnesses and artificial blood
Zenon Bodnaruk
2000· article· en· Europe PMC (PubMed Central)· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
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