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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
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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.

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 2 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
Predicting survival in malignant mesothelioma
Arthur W. Musk, Nola Olsen, H. Alfonso, Alison Reid, Robin Mina, Peter Franklin +5 more
2011· article· en· European Respiratory Journal· Medicine
distilled prediction:candidate · noneconsensus · none
116
citations
affunlabeled
Occupational Exposure to Asbestos and Ovarian Cancer: A Meta-analysis
M. Constanza Camargo, Leslie Stayner, Kurt Straíf, Margarita Reína, Umaima Al‐Alem, Paul A. Demers +1 more
2011· review· en· Environmental Health Perspectives· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
115
citations
affno abstractunlabeled
Current and Future Management of Malignant Mesothelioma: A Consensus Report from the National Cancer Institute Thoracic Malignancy Steering Committee, International Association for the Study of Lung Cancer, and Mesothelioma Applied Research Foundation
Anne S. Tsao, O. Wolf Lindwasser, Alex A. Adjei, Prasad S. Adusumilli, Matthew Beyers, Gideon M. Blumenthal +35 more
2018· article· en· Journal of Thoracic Oncology· Medicine
distilled prediction:candidate · noneconsensus · none
115
citations
affunlabeled
Well-differentiated Papillary Mesothelioma With Invasive Foci
Andrew Churg, Timothy Allen, Alain Borczuk, Philip T. Cagle, Françoise Galateau-Sallé, Harry C. Hwang +5 more
2014· article· en· The American Journal of Surgical Pathology· Medicine
distilled prediction:candidate · noneconsensus · none
86
citations
affno abstractunlabeled
Dose–response meta-analysis of silica and lung cancer
Yves Lacasse, Sylvie Martin, Dominique Gagné, Lajmi Lakhal
2009· review· en· Cancer Causes & Control· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
82
citations
affunlabeled
Diffuse malignant mesothelioma of the peritoneum
Daisuke Nonaka, Shigeki Kusamura, Dario Baratti, Paolo G. Casali, Antonello D. Cabras, Rami Younan +2 more
2005· article· en· Cancer· Medicine
distilled prediction:candidate · noneconsensus · none
82
citations
affunlabeled
Validation of expert assessment of occupational exposures
Lin Fritschi, Louise Nadon, Geza Benke, Ramzan Lakhani, Benoit Latreille, Marie‐Élise Parent +1 more
2003· article· en· American Journal of Industrial Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
81
citations

How this was built: Screen · Findings · About