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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
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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 18 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
Inpatient Chronic Assisted Ventilatory Care
Peter J. Wijkstra, Mónica Avendaño, Roger Goldstein
2003· article· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
31
citations
affno abstractunlabeled
Pulmonary Venoocclusive Disease in Childhood
Cornelia Woerner, Ernest Cutz, Shi‐Joon Yoo, Hartmut Grasemann, Tilman Humpl
2014· article· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
31
citations
affno abstractunlabeled
Epinephrine in Out-of-Hospital Cardiac Arrest
Shannon M. Fernando, Rebecca Mathew, Behnam Sadeghirad, Bram Rochwerg, Benjamin Hibbert, Laveena Munshi +15 more
2023· review· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
31
citations
affno abstractunlabeled
Gastric Tonometry
S. Morad Hameed, Stephen M. Cohn
2003· review· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
31
citations
affno abstractunlabeled
Special Populations
David J. Dries, Mary Jane Reed, Niranjan Kissoon, Jeffrey R. Dichter, Asha V. Devereaux, Jeffrey S. Upperman
2014· review· en· CHEST Journal· Health Professions
machine prediction:candidate · noneconsensus · none
31
citations
affno abstractunlabeled
β2 Déjà Vu
Paul M. O’Byrne, E Ädelroth
2006· letter· fr· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
31
citations
affno abstractunlabeled
Extended Anticoagulation for VTE
Vicky Mai, Charles-Antoine Guay, Laurie Perreault, Sébastien Bonnet, Laurent Bertoletti, Yves Lacasse +3 more
2019· review· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
31
citations
affno abstractunlabeled
Expiratory Flow Limitation
J. Milic‐Emili
2000· article· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
30
citations
afffundno abstractunlabeled
Better With Ultrasound
Scott J. Millington, Seth Koenig
2017· article· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
30
citations
affno abstractunlabeled
Reconcilable Differences
Larry D. Lynd, Andrew J. Sandford, Erin Kelly, Peter D. Paré, Tony R. Bai, J. Mark FitzGerald +1 more
2004· article· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
30
citations
affno abstractunlabeled
Mine Is Bigger Than Yours
David L. Streiner, Geoffrey R. Norman
2012· article· en· CHEST Journal· Psychology
machine prediction:candidate · noneconsensus · none
29
citations
affno abstractunlabeled
Venous Thrombosis After Electrophysiology Procedures
Barry Burstein, Rodrigo S. Barbosa, Eli Kalfon, Jacqueline Joza, Martin Bernier, Vidal Essebag
2017· review· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
29
citations
affno abstractunlabeled
Sleep Apnea and Stroke
Laavanya Dharmakulaseelan, Mark I. Boulos
2024· review· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
29
citations
affaboutno abstractunlabeled
Tuberculosis Among Tibetan Refugee Claimants in Toronto
Theodore K. Marras, J. B. Wilson, Elaine E. L. Wang, Mónica Avendaño, Jae Won Yang
2003· article· en· CHEST Journal· Social Sciences
machine prediction:candidate · noneconsensus · none
29
citations
affno abstractunlabeled
Who Is (Still) Getting HIT?
Theodore E. Warkentin, John W. Eikelboom
2007· letter· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
29
citations
afffundno abstractunlabeled
Risk Perception Among a Lung Cancer Screening Population
Jane Turner, Gregory R. Pond, Alain Tremblay, Michael Johnston, Glen Goss, Garth Nicholas +9 more
2021· article· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
29
citations
affno abstractunlabeled
Better With Ultrasound
Atul Jaidka, Hailey Hobbs, Seth Koenig, Scott J. Millington, Robert Arntfield
2018· review· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
29
citations
afffundno abstractunlabeled
ICU Staffing in the United States
Hayley B. Gershengorn, Allan Garland, Deena K Costa, Amy Dzierba, Robert Fowler, Andrew A. Kramer +4 more
2024· article· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
28
citations
afffundunlabeled
Cough in the Athlete
Louis‐Philippe Boulet, Julie Turmel, Richard S. Irwin, Kenneth W. Altman, Alan F. Barker, Surinder S. Birring +43 more
2016· review· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
28
citations
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