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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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Disaster Medicine and Public Health Preparedness
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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
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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.

115 results · 1 filter active ·
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20082025
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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.
115 works in the cohort · of 4,299,418page 1 of 3

Labels cover 1 of 115 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 115 of 115 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Allocation of Ventilators in a Public Health Disaster
Tia Powell, Kelly C. Christ, Guthrie S. Birkhead
2008· article· en· Disaster Medicine and Public Health Preparedness· Health Professions
distilled prediction:candidate · metaepi_narrowconsensus · none
157
citations
affunlabeled
Mental Disorders in Firefighters Following Large-Scale Disaster
Shannon L. Wagner, Nicole White, Christine Randall, Cheryl Regehr, Marc White, Lynn E. Alden +7 more
2020· review· en· Disaster Medicine and Public Health Preparedness· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
37
citations
afffundunlabeled
Clinical Features of Fatalities in Patients With COVID-19
Ya-Jun Sun, Yi-Jin Feng, Jing Chen, Bo Li, Zhong‐Cheng Luo, Pei-Xi Wang
2020· article· en· Disaster Medicine and Public Health Preparedness· Medicine
distilled prediction:candidate · metaresearchconsensus · none
28
citations
affunlabeled
Infectious Diseases Following Disasters
Srinivas Murthy
2010· review· en· Disaster Medicine and Public Health Preparedness· Health Professions
distilled prediction:candidate · metaepi_narrowconsensus · none
27
citations
affunlabeled
Diagnostic Imaging in Disasters: A Bibliometric Analysis
Bo Gong, Mohammed F. Mohammed, Savvas Nicolaou, Muazzam Nasrullah, Bruce B. Forster, Faisal Khosa
2017· review· en· Disaster Medicine and Public Health Preparedness· Health Professions
distilled prediction:candidate · metaepi_narrow+bibliometricsconsensus · bibliometrics
20
citations
affunlabeled
Medical Spending for the 2001 Anthrax Letter Attacks
Nicholas A. Zacchia, Ketra Schmitt
2018· article· en· Disaster Medicine and Public Health Preparedness· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
17
citations
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