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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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Cystic Fibrosis Research Advances
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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
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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.

3,093 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.
3,093 works in the cohort · of 4,299,418page 3 of 62

Labels cover 8 of 3,093 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 3,093 of 3,093 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Cystic Fibrosis Lung Disease: An Overview
Nelson L. Turcios
2019· review· en· Respiratory Care· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
212
citations
affunlabeled
British Thoracic Society guideline for bronchiectasis in adults
Adam T. Hill, A. Sullivan, James D. Chalmers, Anthony De Soyza, J.S. Elborn, R. Andrés Floto +17 more
2018· article· en· BMJ Open Respiratory Research· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
207
citations
afffundunlabeled
Inhaled Antibiotics for Lower Airway Infections
Bradley S. Quon, Christopher H. Goss, Bonnie W. Ramsey
2014· review· en· Annals of the American Thoracic Society· Medicine
distilled prediction:candidate · noneconsensus · none
203
citations
fundno affunlabeled
Heritability of Lung Disease Severity in Cystic Fibrosis
Lori L. Vanscoy, Scott M. Blackman, Joseph M. Collaco, Amanda Bowers, Teresa Y.Y. Lai, Kathleen Naughton +7 more
2007· article· en· American Journal of Respiratory and Critical Care Medicine· Medicine
distilled prediction:candidate · metaresearchconsensus · none
198
citations
afffundunlabeled
The Cystic Fibrosis Lung Microbiome
Michael G. Surette
2014· article· en· Annals of the American Thoracic Society· Medicine
distilled prediction:candidate · noneconsensus · none
197
citations
affunlabeled
Genetic Modifiers of Cystic Fibrosis–Related Diabetes
Scott M. Blackman, Clayton W. Commander, Chris Watson, Kristin M. Arcara, Lisa J. Strug, Jaclyn R. Stonebraker +9 more
2013· article· en· Diabetes· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
174
citations
affunlabeled
Safety and Efficacy of Elexacaftor/Tezacaftor/Ivacaftor for 24 Weeks or Longer in People with Cystic Fibrosis and One or More <i>F508del</i> Alleles: Interim Results of an Open-Label Phase 3 Clinical Trial
Matthias Griese, Stefano Costa, Rachel W. Linnemann, Marcus Mall, Edward F. McKone, Deepika Polineni +6 more
2020· letter· en· American Journal of Respiratory and Critical Care Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+stsconsensus · none
166
citations
affunlabeled
Statement on Exercise Testing in Cystic Fibrosis
Helge Hebestreit, Hubertus G.M. Arets, Paul Aurora, Steve Boas, Frank Cerny, Erik H.J. Hulzebos +5 more
2015· article· en· Respiration· Medicine
distilled prediction:candidate · noneconsensus · none
165
citations

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