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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 Support and Mechanisms
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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.

3,606 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.
3,606 works in the cohort · of 4,299,418page 15 of 73

Labels cover 13 of 3,606 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 3,606 of 3,606 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Update: Interim Guidance for Health Care Professionals Evaluating and Caring for Patients with Suspected E-cigarette, or Vaping, Product Use–Associated Lung Injury and for Reducing the Risk for Rehospitalization and Death Following Hospital Discharge — United States, December 2019
Mary E. Evans, Evelyn Twentyman, Eleanor S. Click, Alyson B. Goodman, David N. Weissman, Emily Kiernan +26 more
2019· article· en· MMWR Morbidity and Mortality Weekly Report· Medicine
distilled prediction:candidate · noneconsensus · none
52
citations
affunlabeled
Control of Breathing in Health and Disease
Michael J. Berry, Noé Zamel
2000· article· en· Medicine & Science in Sports & Exercise· Medicine
distilled prediction:candidate · noneconsensus · none
52
citations
affno abstractunlabeled
Prone position in mechanically ventilated patients
Laurent Papazian, Laveena Munshi, Claude Guérin
2022· review· en· Intensive Care Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
50
citations
affno abstractunlabeled
Neurally-adjusted Ventilatory Assist
Christer A. Sinderby, Jadranka Spahija, Jennifer Beck
2005· book-chapter· en· Update in intensive care medicine· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
49
citations
affno abstractunlabeled
How Best to Measure Airway Responsiveness
Donald W. Cockcroft
2001· letter· en· American Journal of Respiratory and Critical Care Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
49
citations
affunlabeled
Evolution of ARDS biomarkers: Will metabolomics be the answer?
Sayed Metwaly, Andréanne Côté, Sarah Donnelly, Mohammad Mehdi Banoei, Ahmed Mourad, Brent W. Winston
2018· review· en· American Journal of Physiology-Lung Cellular and Molecular Physiology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
49
citations
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