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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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Proceedings of the American Thoracic Society
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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.

82 results · 1 filter active ·
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20042012
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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.
82 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 82 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 82 of 82 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Central Sleep Apnea and Cheyne-Stokes Respiration
Dai Yumino, T. Douglas Bradley
2008· review· en· Proceedings of the American Thoracic Society· Neuroscience
distilled prediction:candidate · metaepi_narrowconsensus · none
231
citations
affunlabeled
Remodeling in Asthma
Céline Bergeron, Wisam Al-Ramli, Qutayba Hamid
2009· review· en· Proceedings of the American Thoracic Society· Medicine
distilled prediction:candidate · noneconsensus · none
189
citations
affunlabeled
Cryptococcus
Shu Shun Li, Christopher H. Mody
2010· review· en· Proceedings of the American Thoracic Society· Medicine
distilled prediction:candidate · noneconsensus · none
117
citations
aboutno affunlabeled
Lung Transplantation for Cystic Fibrosis
Frederick R. Adler, David Barker, Mark L. Barr, Laura S. Blackwell, O.H. Bosma, Samuel M. Brown +14 more
2009· article· en· Proceedings of the American Thoracic Society· Medicine
distilled prediction:candidate · noneconsensus · none
108
citations
aboutno affunlabeled
Blastomycosis
Jeannina A. Smith, Carol A. Kauffman
2010· review· en· Proceedings of the American Thoracic Society· Medicine
distilled prediction:candidate · noneconsensus · none
97
citations
affunlabeled
Hypersensitivity Pneumonitis Caused by Fungi
Moisés Selman, Y. Lacasse, Annie Pardo, Yvon Cormier
2010· review· en· Proceedings of the American Thoracic Society· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
93
citations
fundno affunlabeled
Migration of Airway Smooth Muscle Cells
William T. Gerthoffer
2007· review· en· Proceedings of the American Thoracic Society· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
86
citations
affunlabeled
Length Adaptation of Airway Smooth Muscle
Ynuk Bossé, Apolinary Sobieszek, Peter D. Paré, Chun Y. Seow
2007· review· en· Proceedings of the American Thoracic Society· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
68
citations
affaboutunlabeled
Surgical Techniques: Lung Transplant and Lung Volume Reduction
Carlos Henrique Ribeiro Boasquevisque, Erkan Yi̇ldi̇ri̇m, Thomas Waddel, Shaf Keshavjee
2009· review· en· Proceedings of the American Thoracic Society· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
61
citations
affunlabeled
STAT3: A Central Mediator of Pulmonary Fibrosis?
Cecilia M. Prêle, Eric Yao, Robert J.J. O’Donoghue, Steven E. Mutsaers, Darryl A. Knight
2012· review· en· Proceedings of the American Thoracic Society· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
54
citations
afffundunlabeled
Chairman's Summary
Harvey O. Coxson
2008· article· en· Proceedings of the American Thoracic Society· Medicine
distilled prediction:candidate · noneconsensus · none
41
citations

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