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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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Pleural and Pulmonary 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
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.

598 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.
598 works in the cohort · of 4,299,418page 1 of 12

Labels cover 2 of 598 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 598 of 598 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Empyema: An Increasing Concern in Canada
Christian Finley, Joanne Clifton, J. Mark FitzGerald, John Yee
2008· article· en· Canadian Respiratory Journal· Medicine
distilled prediction:candidate · noneconsensus · none
228
citations
affno abstractunlabeled
Risk of a Right Pneumonectomy: Role of Bronchopleural Fistula
Gail Darling, Adel Abdurahman, Qilong Yi, Michael R. Johnston, Thomas K. Waddell, Andrew Pierre +2 more
2005· review· en· The Annals of Thoracic Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
185
citations
afffundunlabeled
Clinical Presentation of Patients With Tension Pneumothorax
Derek J. Roberts, Simon Leigh-Smith, Peter Faris, Christopher Blackmore, Chad G. Ball, Helen Robertson +5 more
2015· review· en· Annals of Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
180
citations
affvenueunlabeled
Evaluation of the patient with pleural effusion
Stéphane Beaudoin, Anne V. Gonzalez
2018· review· en· Canadian Medical Association Journal· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
98
citations
affunlabeled
Chest-Tube Insertion
Shelly P. Dev, Bartolomeu Nascimiento, Carmine Simone, Vincent Chien
2007· article· en· New England Journal of Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
81
citations
affno abstractunlabeled
Pleural Effusions Following Cardiac Surgery
Moujahed Labidi, Richard Baillot, Brigitte Dionne, Yves Lacasse, François Maltais, Louis‐Philippe Boulet
2009· article· en· CHEST Journal· Medicine
distilled prediction:candidate · noneconsensus · none
79
citations
affaboutunlabeled
Occult pneumothoraces in critical care
Andrew W. Kirkpatrick, Sandro Rizoli, Jean‐François Ouellet, Derek J. Roberts, Marco Sirois, Chad G. Ball +7 more
2013· article· en· The Journal of Trauma: Injury, Infection, and Critical Care· Medicine
distilled prediction:candidate · noneconsensus · none
67
citations
affunlabeled
Does This Patient Have an Exudative Pleural Effusion?
M. Elizabeth Wilcox, Christopher Chong, Matthew B. Stanbrook, Andrea C. Tricco, Camilla Wong, Sharon E. Straus
2014· review· en· JAMA· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
66
citations
affunlabeled
The Long-term Outcomes of Pediatric Pleural Empyema
Eyal Cohen, Sanjay Mahant, Sharon Dell, Jeffrey Traubici, Alejandra Ragone, Anupama Wadhwa +2 more
2012· article· en· Archives of Pediatrics and Adolescent Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
61
citations

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