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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 44 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.

affno abstractunlabeled
Response
Magnus Ekström, Pei Zhi Li, Hayley Lewthwaite, Jean Bourbeau, Wan C. Tan, Dennis Jensen
2025· letter· en· CHEST Journal
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
A Step Forward in COPD Management
Kenneth R. Chapman
2012· letter· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Response
Neeraj Shah, Chloe Apps, Georgios Kaltsakas, Sophie Madden-Scott, Eui‐Sik Suh, Rebecca D’Cruz +4 more
2024· letter· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Response
Wenjia Chen, Don D. Sin, Mohsen Sadatsafavi
2020· letter· en· CHEST Journal· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Response
Barret Rush, Paul Hertz, Alexandra Bond, Robert C. McDermid, Leo Anthony Celi
2017· letter· en· CHEST Journal· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Clinical Utility of Flexible 19G EBUS-TBNA Needle
Tomonari Kinoshita, Hideki Ujiie, Kosuke Fujino, Hitoshi Igai, Christina McDonald, Changyoung Lee +4 more
2017· article· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
afffundno abstractunlabeled
Response
Michele R. Schaeffer, Lucas Vanden Bossche, Kristin Verbeke, Wim Janssens, Dennis Jensen, Jem Arnold +2 more
2025· letter· en· CHEST Journal· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Whither, Not Wither: Response
Joseph Cicenia, Atul C. Mehta, Kazuhiro Yasufuku
2015· letter· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
afffundno abstractunlabeled
To Sleep, Perhaps to Dream
Yoanna Skrobik
2016· letter· en· CHEST Journal· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations
afffundno abstractunlabeled
Response
Lisa K. Moores, Tobias Tritschler, Grégoire Le Gal, Marc Carrier
2022· letter· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Progressive Dyspnea With Recurrent Pneumothoraces
Kai L. Homer, Jake Mandziuk, A. Hirji, J Barrié, Steven Meyer, Eric Wong +2 more
2021· article· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
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