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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 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.

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.

641 results · 1 filter active ·
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20042025
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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.
641 works in the cohort · of 4,299,418page 9 of 13

Labels cover 4 of 641 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 641 of 641 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Latitude, Birth Date, and Allergy
Matthias Wjst, Shyamali C. Dharmage, Élisabeth André, Dan Norbäck, Chantal Rahérison, Simona Villani +5 more
2005· article· en· PLoS Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
46
citations
affunlabeled
Abolishing User Fees in Africa
Valéry Ridde, Slim Haddad
2008· letter· en· PLoS Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
44
citations
affunlabeled
Does It Matter Who Writes Medical News Stories?
Amanda Wilson, Jane Robertson, Patrick McElduff, Alison Jones, David Henry
2010· article· en· PLoS Medicine· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
38
citations
afffundgemma · no categorygpt · no categorymodels agree
Human Dignity as a Criterion for Science Policy
Timothy Caulfield, Audrey R. Chapman
2005· article· en· PLoS Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
37
citations
affaboutunlabeled
Alcohol Sales and Risk of Serious Assault
Joel G. Ray, Rahim Moineddin, Chaim M. Bell, Deva Thiruchelvam, Maria I. Creatore, Piotr Gozdyra +2 more
2008· article· en· PLoS Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
35
citations
affunlabeled
What Research Is Needed to Stop TB? Introducing the TB Research Movement
Christian Lienhardt, Marcos Espinal, Madhukar Pai, Dermot Maher, Mario Raviǵlione
2011· review· en· PLoS Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaresearch+insufficient_payload
34
citations
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