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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 1 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.

affno abstractunlabeled
The evaluation and management of shock
Cheryl L. Holmes, Keith R. Walley
2003· review· en· Clinics in Chest Medicine· Engineering
distilled prediction:candidate · noneconsensus · none
188
citations
affno abstractunlabeled
Adherence
Louis‐Philippe Boulet, D. Vervloët, Juliet M. Foster
2012· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
167
citations
affno abstractunlabeled
Chronic Obstructive Pulmonary Disease
Denis E. O’Donnell, Pierantonio Laveneziana, Katherine A. Webb, J. Alberto Neder
2013· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
133
citations
affno abstractunlabeled
THE PATHOLOGY OF SMOKING-RELATED LUNG DISEASES
Marie-Christine Aubry, Jeffrey L. Myers
2000· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
98
citations
affno abstractunlabeled
Early Lung Cancer Detection
Terunaga Inage, Takahiro Nakajima, Ichiro Yoshino, Kazuhiro Yasufuku
2017· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
92
citations
affno abstractunlabeled
PATHOBIOLOGY OF PULMONARY HYPERTENSION
Marlene Rabinovitch
2001· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
89
citations
affno abstractunlabeled
The Immune System in Critical Illness
John C. Marshall, Emmanuel Charbonney, Patricia Duque Gonzalez
2008· review· en· Clinics in Chest Medicine· Immunology and Microbiology
distilled prediction:candidate · noneconsensus · none
71
citations
affno abstractunlabeled
Cryptococcosis: An Emerging Respiratory Mycosis
Shaunna M. Huston, Christopher H. Mody
2009· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
66
citations
affno abstractunlabeled
CONSEQUENCES OF LONG-TERM INFLAMMATION
Malcolm R. Sears
2000· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
58
citations
affno abstractunlabeled
Biomarkers in COPD
Àlvar Agustí, Don D. Sin
2013· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
56
citations
affno abstractunlabeled
Cardiac Sarcoidosis
David H. Birnie, Andrew C.T. Ha, Lorne J. Gula, Santabhanu Chakrabarti, Rob Beanlands, Pablo B. Nery
2015· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
54
citations
affno abstractunlabeled
Early Diagnosis of Lung Cancer
Kazuhiro Yasufuku
2010· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
53
citations
affno abstractunlabeled
Antimicrobial Management of Sepsis and Septic Shock
Sat Sharma, Anand Kumar
2008· review· en· Clinics in Chest Medicine· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
51
citations
affno abstractunlabeled
Pathology of the Pleura
John C. English, Kevin O. Leslie
2006· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
48
citations
affno abstractunlabeled
The Chronic Obstructive Pulmonary Disease Exacerbation
Peter A. Sherk, Ronald F. Grossman
2000· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
47
citations
affno abstractunlabeled
How to Diagnose and Phenotype Asthma
Parameswaran Nair, Angira Dasgupta, Christopher E. Brightling, Kian Fan Chung
2012· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
46
citations
affno abstractunlabeled
THE PATHOBIOLOGY OF PULMONARY HYPERTENSION
Evangelos D. Michelakis, Ε. Kenneth Weir
2001· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
44
citations
afffundno abstractunlabeled
Exercise Pathophysiology in Interstitial Lung Disease
Yannick Molgat‐Seon, Michele R. Schaeffer, Christopher J. Ryerson, Jordan A. Guenette
2019· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
44
citations
affno abstractunlabeled
Cryptococcal Lung Infections
Kate Skolnik, Shaunna M. Huston, Christopher H. Mody
2017· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
43
citations
afffundno abstractunlabeled
Unraveling the Causes of Unexplained Dyspnea
Denis E. O’Donnell, Kathryn M. Milne, Sandra G. Vincent, J. Alberto Neder
2019· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
40
citations
affno abstractunlabeled
Adrenal Insufficiency in Septic Shock
Virginie Maxime, Olivier Lesur, Djillali Annane
2009· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
38
citations
affno abstractunlabeled
Rigid Bronchoscopy
Hervé Dutau, Thomas Vandemoortele, David Breen
2013· article· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
33
citations
affno abstractunlabeled
MEDICAL THERPAY OF PULMONARY HYPERTENSION
Robyn J. Barst
2001· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
32
citations
affno abstractunlabeled
Collaborative Self-Management and Behavioral Change
Kathryn Rice, Jean Bourbeau, Roderick MacDonald, Timothy J Wilt
2014· review· en· Clinics in Chest Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
30
citations
afffundno abstractunlabeled
Sleep Deficiency
Amir Gohari, Brett Baumann, Rachel Jen, Najib Ayas
2022· review· en· Clinics in Chest Medicine· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
29
citations
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

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