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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.

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
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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.

1,254 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.
1,254 works in the cohort · of 4,299,418page 10 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.

affno abstractunlabeled
A Perspective on the MARS2 Trial
Eric Lim, Isabelle Opitz, Gavitt A. Woodard, Raphael Bueno, Marc de Perrot, Raja M. Flores +3 more
2025· editorial· en· Journal of Thoracic Oncology· Medicine
distilled prediction:candidate · noneconsensus · none
14
citations
afffundaboutunlabeled
Occupational environment and ovarian cancer risk
Lisa Leung, Jérôme Lavoué, Jack Siemiatycki, Pascal Guénel, Anita Koushik
2023· article· en· Occupational and Environmental Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
14
citations
affunlabeled
Respirable Dust and Silica
2022· article· en· Journal of Occupational and Environmental Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
14
citations
aboutno affunlabeled
Asbestos
Robert L. Virta
2002· other· en· Kirk-Othmer Encyclopedia of Chemical Technology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
13
citations
affvenueaboutunlabeled
Explaining Alberta’s rising mesothelioma rates
Marilyn Cree, M Lalji, Bei Jiang, KC Carriere, Jeremy Beach, Anmmd Kamruzzaman
2009· article· en· Chronic diseases in Canada· Medicine
distilled prediction:candidate · noneconsensus · none
12
citations
affno abstractunlabeled
Comprehensive clinical overview of malignant pleural mesothelioma
Agha Muhammad Hammad Khan, Shaikh Hasan Anwer, Samad Sayed, Muhammad Mansha, Yazdan Bin Kamran, Afrah Khursheed +4 more
2023· review· en· Respiratory Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
12
citations

How this was built: Screen · Findings · About