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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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PLoS Pathogens
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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.

916 results · 1 filter active ·
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20052025
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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.
916 works in the cohort · of 4,299,418page 7 of 19

Labels cover 2 of 916 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 916 of 916 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Host Defense via Symbiosis in Drosophila
Phineas T. Hamilton, Steve J. Perlman
2013· review· en· PLoS Pathogens· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
81
citations
affunlabeled
Foodborne Transmission of Nipah Virus in Syrian Hamsters
Emmie de Wit, Joseph Prescott, Darryl Falzarano, Trenton Bushmaker, Dana Scott, Heinz Feldmann +1 more
2014· article· en· PLoS Pathogens· Medicine
distilled prediction:candidate · noneconsensus · none
78
citations
afffundunlabeled
Emergomyces: The global rise of new dimorphic fungal pathogens
Ilan S. Schwartz, Nelesh P. Govender, Lynne Sigler, Yanping Jiang, Tsidiso G. Maphanga, Barbra Toplis +8 more
2019· review· en· PLoS Pathogens· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
78
citations
affunlabeled
A Neuronal Culture System to Detect Prion Synaptotoxicity
Thibaut Imberdis, María Carmen Garza, Holger Wille, David A. Harris
2016· article· en· PLoS Pathogens· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
74
citations
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How this was built: Screen · Findings · About