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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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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 7 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Bad Medicine
Cheryl L. Holmes, Keith R. Walley
2003· review· en· CHEST Journal· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
120
citations
affno abstractunlabeled
Near-Fatal Asthma
Ian Mitchell, Suzanne Tough, Lisa Semple, Francis H. Green, Patrick A. Hessel
2002· article· en· CHEST Journal· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
120
citations
affno abstractunlabeled
Animal Models of Cigarette Smoke-Induced COPD*
Andrew Churg
2002· review· en· CHEST Journal· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
119
citations
affno abstractunlabeled
Reversed Halo Sign
Edson Marchiori, Gláucia Zanetti, Dante Luiz Escuissato, Arthur Soares Souza, Gustavo de Souza Portes Meirelles, Joana Fagundes +4 more
2011· article· en· CHEST Journal· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
117
citations
affno abstractunlabeled
Sleep Apnea and Chronic Kidney Disease
Chou-Han Lin, Renee C. Lurie, Owen D. Lyons
2019· review· en· CHEST Journal· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
117
citations
affno abstractunlabeled
Overview of Pulmonary Fibrosis*
Francis H. Y. Green
2002· review· en· CHEST Journal· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
117
citations
affno abstractunlabeled
Creating Clinical Practice Guidelines We Can Trust, Use, and Share
Per Olav Vandvik, Linn Brandt, Pablo Alonso‐Coello, Shaun Treweek, Elie A. Akl, Annette Kristiansen +4 more
2013· article· en· CHEST Journal· Medicine
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
115
citations
affno abstractunlabeled
Outcomes of Elderly Survivors of Intensive Care
Deirdre Hennessy, Kelsey Juzwishin, Dean Yergens, Thomas Noseworthy, Christopher J. Doig
2005· review· en· CHEST Journal· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
115
citations
affno abstractunlabeled
Air Pollution Exposure
Kerri A. Johannson, John R. Balmes, Harold R. Collard
2015· review· en· CHEST Journal· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
114
citations
afffundunlabeled
Improving the Management of COPD in Women
Christine Jenkins, Kenneth R. Chapman, James F. Donohue, Nicolás Roche, Ioanna Tsiligianni, MeiLan K. Han
2016· review· en· CHEST Journal· Medicine
distilled prediction:candidate · noneconsensus · none
113
citations
affno abstractunlabeled
Respiratory Management of Patients With Neuromuscular Weakness
Akram Khan, Lindsy Frazer-Green, Reshma Amin, Lisa F. Wolfe, Garner Faulkner, Kenneth R. Casey +6 more
2023· review· en· CHEST Journal· Health Professions
distilled prediction:candidate · metaepi_narrowconsensus · none
112
citations
affno abstractunlabeled
Introduction and Executive Summary
Asha V. Devereaux, Jeffrey R. Dichter, Lewis Rubinson, Niranjan Kissoon
2014· review· en· CHEST Journal· Health Professions
distilled prediction:candidate · noneconsensus · none
112
citations
affno abstractunlabeled
Airway Glucose Homeostasis
Emma H. Baker, Deborah L. Baines
2017· review· en· CHEST Journal· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
111
citations
affno abstractunlabeled
Restrictive Lung Disease in Pregnancy
Stephen E. Lapinsky, Carolyn Tram, Sangeeta Mehta, Cynthia Maxwell
2014· article· en· CHEST Journal· Medicine
distilled prediction:candidate · noneconsensus · none
110
citations
fundno affno abstractunlabeled
Lower vs Higher Fluid Volumes During Initial Management of Sepsis
Tine Sylvest Meyhoff, Morten Hylander Møller, Peter Buhl Hjortrup, Maria Cronhjort, Anders Perner, Jørn Wetterslev
2020· review· en· CHEST Journal· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
110
citations
affno abstractunlabeled
Acute ST-Segment Elevation Myocardial Infarction
Shaun G. Goodman, Venu Menon, Christopher P. Cannon, E. Magnus Ohman, Robert A. Harrington
2008· article· en· CHEST Journal· Medicine
distilled prediction:candidate · noneconsensus · none
108
citations
affno abstractunlabeled
Breaking the Access Barrier
Lisa Cicutto, Sue Murphy, Debbie Coutts, Janet O'Rourke, Gail Lang, Cori Chapman +1 more
2005· article· en· CHEST Journal· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
108
citations
afffundno abstractunlabeled
Sleep Bruxism in Respiratory Medicine Practice
Pierre Mayer, Raphaël Heinzer, Gilles Lavigne
2015· review· en· CHEST Journal· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
107
citations
affno abstractunlabeled
Sleep Apnea and Commercial Motor Vehicle Operators
Natalie P. Hartenbaum, Nancy A. Collop, Ilene M. Rosen, Barbara Phillips, Charles F. George, James A. Rowley +6 more
2006· article· en· CHEST Journal· Medicine
distilled prediction:candidate · noneconsensus · none
106
citations
afffundno abstractunlabeled
Bronchodilator Use and the Risk of Arrhythmia in COPD
Machelle Wilchesky, Pierre Ernst, James M. Brophy, Robert W. Platt, Samy Suissa
2012· article· en· CHEST Journal· Medicine
distilled prediction:candidate · noneconsensus · none
105
citations
afffundno abstractunlabeled
Antimicrobial Resistance and Respiratory Infections
Allison K. Guitor, Gerard D. Wright
2018· review· en· CHEST Journal· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
104
citations
affno abstractunlabeled
Bronchial Intraepithelial Neoplasia/Early Central Airways Lung Cancer
Timothy C. Kennedy, Annette McWilliams, Eric S. Edell, Tom G. Sutedja, Gordon Downie, Rex Yung +2 more
2007· article· de· CHEST Journal· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
104
citations
affno abstractunlabeled
Humidification Performance of 48 Passive Airway Humidifiers
François Lellouche, Solenne Taillé, Frédéric Lefrançois, Nicolas Deye, Salvatore Maurizio Maggiore, Philippe Jouvet +3 more
2009· article· en· CHEST Journal· Medicine
distilled prediction:candidate · noneconsensus · none
103
citations
affaboutno abstractunlabeled
The Ontario Asthma Regional Variation Study
M. Diane Lougheed, Nancy Garvey, Kenneth R. Chapman, Lisa Cicutto, Robert Dales, Andrew G. Day +6 more
2006· article· en· CHEST Journal· Medicine
distilled prediction:candidate · noneconsensus · none
103
citations
affno abstractunlabeled
Thromboprophylaxis in Patients With COVID-19
Lisa K. Moores, Tobias Tritschler, Shari B. Brosnahan, Marc Carrier, Jacob Collen, Kevin C. Doerschug +6 more
2022· review· en· CHEST Journal· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
103
citations
affno abstractunlabeled
The Poorly Explored Impact of Uncontrolled Asthma
Paul M. O’Byrne, Søren Pedersen, Michael Schätz, Anders Thorén, Ella Ekholm, Lars‐Goran Carlsson
2013· review· en· CHEST Journal· Medicine
distilled prediction:candidate · noneconsensus · none
102
citations

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