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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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Occupational and environmental lung diseases
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
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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.

1,254 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.
1,254 works in the cohort · of 4,299,418page 5 of 26

Labels cover 2 of 1,254 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 1,254 of 1,254 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
How conflicted authors undermine the World Health Organization (WHO) campaign to stop all use of asbestos: spotlight on studies showing that chrysotile is carcinogenic and facilitates other non-cancer asbestos-related diseases
Xaver Baur, Colin L. Soskolne, Richard A. Lemen, Joachim Schneider, Hans‐Joachim Woitowitz, Lygia Therese Budnik
2015· article· en· International Journal of Occupational and Environmental Health· Medicine
distilled prediction:candidate · noneconsensus · none
36
citations
affaboutgemma · no categorygpt · no categorymodels agree
Cohort cancer incidence among pulp and paper mill workers in British Columbia
Pierre R. Band, Nhu D. Le, Raymond Fang, George Astrakianakis, Joel L. Bert, Anya Keefe +1 more
2001· article· en· Scandinavian Journal of Work Environment & Health· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
36
citations
affunlabeled
The Fake Fat Phenomenon in Organizing Pleuritis
Andrew Churg, Philip T. Cagle, Thomas V. Colby, Joseph M. Corson, A R Gibbs, Samuel P. Hammar +5 more
2011· article· en· The American Journal of Surgical Pathology· Medicine
distilled prediction:candidate · noneconsensus · none
33
citations
affno abstractunlabeled
Paratesticular mesothelial proliferations
Andrew Churg
2003· review· en· Seminars in Diagnostic Pathology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
32
citations
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How this was built: Screen · Findings · About