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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.

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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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Respiratory Medicine
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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.

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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.

439 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.
439 works in the cohort · of 4,299,418page 5 of 9

Labels cover 0 of 439 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 439 of 439 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Future perspectives in COPD
Bartolomé R. Celli, Roger Goldstein, José Roberto Jardim, Katharine Knobil
2005· review· en· Respiratory Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
22
citations
affno abstractunlabeled
COPD: Providing the right treatment for the right patient at the right time
Àlvar Agustí, Nicolino Ambrosino, Felicity Blackstock, Jean Bourbeau, Richard Casaburi, Bartolomé R. Celli +30 more
2022· review· en· Respiratory Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · metaepi_narrow
22
citations
affno abstractunlabeled
Pseudomonas aeruginosa associated with severity of non-cystic fibrosis bronchiectasis measured by the modified bronchiectasis severity score (BSI) and the FACED: The US bronchiectasis and NTM Research Registry (BRR) study
Radmila Choate, Timothy R. Aksamit, David M. Mannino, Doreen Addrizzo‐Harris, Alan R. Barker, Ashwin Basavaraj +19 more
2020· article· en· Respiratory Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · sts
21
citations
affno abstractunlabeled
Sedentary time in people with obstructive airway diseases
Laura Cordova‐Rivera, Paul A. Gardiner, Peter G. Gibson, Elisabeth Winkler, Paola D Urroz Guerrero, Vanessa M. McDonald
2021· article· en· Respiratory Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
20
citations
affunlabeled
Assessing biomarkers in a real-world severe asthma study (ARIETTA)
Roland Buhl, Stephanie Korn, Andrew Menzies‐Gow, Michel Aubier, Kenneth R. Chapman, Giorgio Walter Canonica +5 more
2016· article· en· Respiratory Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
19
citations
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