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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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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.

2,180 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.
2,180 works in the cohort · of 4,299,418page 35 of 44

Labels cover 3 of 2,180 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 2,180 of 2,180 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Measuring Diaphragm Blood Flow
Catherine A. Bellissimo, Ewan C. Goligher
2024· editorial· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affaboutno abstractunlabeled
Rebuttal From Dr Ryerson
Christopher J. Ryerson
2021· letter· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
afffundno abstractunlabeled
Response
Najib Ayas, A. J. Marcus Hirsch Allen
2015· letter· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Response
M. Hassan Murad, Susan R. Kahn
2018· letter· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Response
Adam Raymakers, Mohsen Sadatsafavi, Don D. Sin, Mary A. De Vera, Larry D. Lynd
2018· letter· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
afffundno abstractunlabeled
Response
Simon Couillard, D.J. Jackson, Ian Pavord, Michael E. Wechsler
2025· letter· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Walk a Mile in My Shoes
Michael C. Sklar, Domenico Luca Grieco
2022· letter· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Response
Mark Fenton, Karen Heathcote, Rhonda Bryce, Robert Skomro, John Reid, John Gjevre +1 more
2014· letter· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Response
Seung Won, Don D. Sin
2017· letter· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Response
Omar S. Usmani, MeiLan K. Han, David A. Kaminsky, James C. Hogg, Josephine Hjoberg, Naimish Patel +5 more
2022· letter· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
ED Use of D-dimers for the Diagnosis of VTE
Howard Gerson, Vicky Tagalakis, Shaun Eintracht, Elizabeth MacNamara
2016· article· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Are Asymptomatic DVTs Relevant?: Response
Yngve Falck–Ytter, Clive Kearon, Elie A. Akl, Charles W. Francis
2013· letter· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
afffundno abstractunlabeled
Human Amnesia
Kay Min, Anab Rebecca Lehr, Briseida Mema
2020· editorial· en· CHEST Journal· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Response
Scott J. Millington, Seth Koenig
2019· letter· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
fundno affno abstractunlabeled
Probiotics in United Airways Disease
Rashmi Ranjan Das
2011· letter· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Take a Deep Breath
Kylie Hill, Thomas E. Dolmage
2021· letter· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
fundno affno abstractunlabeled
APCCMPD and CHEST Medical Educator Scholar Fellowship
Maryl Kreider, Kristin M. Burkart, Joyce Reitzner, James A. Frank, Jack Buckley, Doreen Addrizzo‐Harris
2025· editorial· en· CHEST Journal· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Response
E. Caroline Bullen, Ricardo Teijeiro‐Paradis, Eddy Fan
2021· letter· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Response
Hayley Lewthwaite, Dennis Jensen
2021· letter· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Response
Adam J. Shapiro, Margaret W. Leigh
2014· letter· en· CHEST Journal· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Response
Céline Kempeneers, Claire Seaton, Mark Chilvers
2017· letter· en· CHEST Journal· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
To the Editor
Don D. Sin, Wenqi Gan, S. F. Paul Man
2005· article· en· CHEST Journal· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Response
Alessia Comes, Christopher J. Ryerson
2022· letter· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Response
Anthony D. Bai
2024· letter· en· CHEST Journal· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
CT Scan Segmental Airway Lumen Area: Response
Neil C. Thomson, Charles McSharry, Rekha Chaudhuri
2015· letter· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
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