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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.

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 2 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.

afffundno abstractunlabeled
Lung Function Testing in Chronic Obstructive Pulmonary Disease
J. Alberto Neder, Juan P. de‐Torres, Kathryn M. Milne, Denis E. O’Donnell
2020· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
29
citations
affno abstractunlabeled
Early Lung Cancer
Takahiro Nakajima, Kazuhiro Yasufuku
2013· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
27
citations
affno abstractunlabeled
THE PATHOLOGY OF CHRONIC ASTHMA
Shigeo Muro, EM Minshall
2000· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
23
citations
affno abstractunlabeled
Advances in Sleep-Disordered Breathing in Children
Alex Gileles‐Hillel, Rakesh Bhattacharjee, Michael Gorelik, Indra Narang
2024· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
22
citations
affno abstractunlabeled
Tunneled Pleural Catheters
Renelle Myers, Gaëtane Michaud
2013· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
21
citations
affno abstractunlabeled
Diagnosis: Use of Clinical Probability Algorithms
Esteban Gándara, Philip S. Wells
2010· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · research_integrity
21
citations
affno abstractunlabeled
Biomarkers in Chronic Obstructive Pulmonary Disease
Stephen Milne, Don D. Sin
2020· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow
21
citations
affno abstractunlabeled
Occupational Asthma
Catherine Lemière, J. Ameille, Piera Boschetto, Manon Labrecque, Jacques-André Pralong
2012· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
20
citations
affno abstractunlabeled
INHALED NITRIC OXIDE AND ACUTE LUNG INJURY
Didier Payen
2000· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
20
citations
affno abstractunlabeled
Pathogenesis of Obstructive Sleep Apnea
Magdy Younes
2019· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
20
citations
affno abstractunlabeled
Advances in Sepsis Research
Peter Bentzer, James A. Russell, Keith R. Walley
2015· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
20
citations
affno abstractunlabeled
Lung radiology in the tropics
Eli Tumba Tshibwabwa, Jonathan Richenberg, Zelena-Anne Aziz
2002· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
20
citations
affno abstractunlabeled
Guidelines in the intensive care unit
Tasnim Sinuff
2003· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · none
19
citations
affno abstractunlabeled
Pulmonary Considerations for Pregnant Women
Nicholas J. Nassikas, Isabelle Malhamé, Margaret A. Miller, Ghada Bourjeily
2021· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
16
citations
affno abstractunlabeled
Vasopressors During Sepsis
Jean Gelinas, James A. Russell
2016· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
16
citations
fundno affno abstractunlabeled
Antibody-Mediated Rejection
Laura Halverson, Ramsey R. Hachem
2023· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
15
citations
affno abstractunlabeled
State of home sleep studies
Christopher K Li, W. Ward Flemons
2003· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
15
citations
affno abstractunlabeled
Pulmonary Hypertension and Exercise
James R. Vallerand, Jason Weatherald, Pierantonio Laveneziana
2019· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
15
citations
afffundno abstractunlabeled
Pulmonary Rehabilitation
Jean Bourbeau, Sébastien Gagnon, Bryan Ross
2020· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
13
citations
affno abstractunlabeled
Expanding the Lung Donor Pool
Sahar A. Saddoughi, Marcelo Cypel
2023· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
12
citations
affno abstractunlabeled
Bronchial Thermoplasty
Gerard Cox
2010· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
12
citations
affno abstractunlabeled
The Use of Extracorporeal Membrane Oxygenation for COVID-19
Madhavi Parekh, Darryl Abrams, Cara Agerstrand, Jenelle Badulak, Amy Dzierba, Peta Alexander +6 more
2022· review· en· Clinics in Chest Medicine· Engineering
distilled prediction:candidate · noneconsensus · none
12
citations
affno abstractunlabeled
Why Clinical Physiology Remains Vital in the Modern Era
Denis E. O’Donnell, J. Alberto Neder
2019· editorial· en· Clinics in Chest Medicine· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity
6
citations
afffundno abstractunlabeled
Stress and Loss of Ovarian Function
Richard Kinkead, Marianne Gagnon, Vincent Joseph, Frédéric Sériès, Danuzia A. Marques
2021· review· en· Clinics in Chest Medicine· Neuroscience
distilled prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Drug-induced Lung Disease in the Oncology Patient
Girish S. Shroff, Ajay Sheshadri, Mehmet Altan, Mylene T. Truong, Lauren T. Erasmus, Ioannis Vlahos
2024· article· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Malignant Central Airway Obstruction
Erik Vakil, Melissa Wang
2025· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations

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