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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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Clinics in Chest 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.

120 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.
120 works in the cohort · of 4,299,418page 3 of 3

Labels cover 0 of 120 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 120 of 120 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Imaging in Lung Cancer Staging
Chad D. Strange, Taylor A. Strange, Lauren T. Erasmus, Smita Patel, Jitesh Ahuja, Girish S. Shroff +2 more
2024· article· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Looking Ahead
Kerri A. Johannson, Harold R. Collard, Luca Richeldi
2021· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Work-Related Upper-Airway Disorders
Ambrose Lau, Susan M. Tarlo
2020· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
2
citations
affno abstractunlabeled
Neuromuscular Disorders in Pediatric Respiratory Disease
Jane B. Taylor, David G. Ingram, Oren Kupfer, Reshma Amin
2024· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
2
citations
affno abstractunlabeled
Biomarkers of Acute Respiratory Distress Syndrome
Ann A. Zalucky, Michael A. Matthay, Lorraine B. Ware
2024· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Beyond Low Tidal Volumes
Ray Guo, Eddy Fan
2014· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Beyond the Golden Hours
Jean Gelinas, Keith R. Walley
2016· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
1
citations
afffundno abstractunlabeled
Methacholine Challenge
Imran Satia, Mark D. Inman, Beth E. Davis
2025· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Reference Values
Cole Bowerman, Sanja Stanojevic
2025· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Pericardial Recesses on Computed Tomography
Lauren T. Erasmus, Taylor A. Strange, Jitesh Ahuja, Rishi Agrawal, Girish S. Shroff, Smita Patel +1 more
2024· article· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Acute Respiratory Distress Syndrome
Shannon M. Fernando, Sarina K. Sahetya, Eddy Fan
2024· editorial· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
0
citations
affno abstractunlabeled
The Journey to Respiratory Health Equity
Drew Harris, Emily Brigham, Juan C. Celedón
2023· editorial· en· Clinics in Chest Medicine· Economics, Econometrics and Finance
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · none
0
citations
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