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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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Emergency Medicine Clinics of North America
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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.

55 results · 1 filter active ·
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20052025
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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.
55 works in the cohort · of 4,299,418page 1 of 2

Labels cover 1 of 55 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 55 of 55 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Airway Management in Trauma
George Kovács, Nicholas Sowers
2017· review· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
112
citations
affno abstractunlabeled
Superior Vena Cava Syndrome
Jonathan Wan, Andrea Bezjak
2009· review· en· Emergency Medicine Clinics of North America· Health Professions
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
83
citations
affno abstractunlabeled
Updates in Decompression Illness
Neal W. Pollock, Dominique Buteau
2017· review· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
62
citations
affno abstractunlabeled
Common Pediatric Respiratory Emergencies
Joseph Choi, Gary L. Lee
2011· review· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
61
citations
affno abstractunlabeled
The Human Factor
Christopher Hicks, Andrew Petrosoniak
2017· review· en· Emergency Medicine Clinics of North America· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
57
citations
affno abstractunlabeled
The Kids Are Alright
Angelo Mikrogianakis, Vincent Grant
2017· review· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
46
citations
affno abstractunlabeled
Acute Management of the Traumatically Injured Pelvis
Steven Skitch, Paul T. Engels
2017· review· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
45
citations
affno abstractunlabeled
Major Abdominal Trauma
Megan Brenner, Christopher Hicks
2017· review· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
43
citations
affno abstractunlabeled
Management of Major Vascular Injuries
Chris Evans, Timothy Chaplin, David Zelt
2017· review· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
40
citations
affno abstractunlabeled
Critical Care Ultrasonography
Robert Arntfield
2014· article· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
29
citations
affno abstractunlabeled
Thoracic Ultrasound
Joel Turner, Jerrald Dankoff
2012· review· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
28
citations
affno abstractunlabeled
Permissive Hypercapnia
Alex L. Rogovik, Ran D. Goldman
2008· article· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
25
citations
affno abstractunlabeled
Tracheal Intubation: Tricks of the Trade
Michael Murphy, Orlando Hung, J. Adam Law
2008· article· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
24
citations
affno abstractunlabeled
Resuscitation Resequenced
Andrew Petrosoniak, Christopher Hicks
2017· review· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
22
citations
affno abstractunlabeled
Asthma Diagnosis and Management
Ariana Murata, Patrick Ling
2011· article· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
17
citations
affno abstractunlabeled
Pulmonary Embolism
David W Ouellette, Catherine Patocka
2012· review· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
17
citations
affno abstractunlabeled
The Future of Pain Management in Emergency Medicine
James Ducharme
2005· review· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
16
citations
affno abstractunlabeled
Trauma in the Aging Population
Lorraine Lau, Henry Ajzenberg, Barbara Haas, Camilla L. Wong
2022· review· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
16
citations
affno abstractunlabeled
Emergency Airway Management: the Difficult Airway
Joe Nemeth, Nisreen Maghraby, Sara Kazim
2012· review· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
15
citations
affno abstractunlabeled
Massive Hemorrhage Protocol
Andrew Petrosoniak, Katerina Pavenski, Luís Teodoro da Luz, Jeannie Callum
2022· review· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
14
citations
affno abstractgpt · no categorygrok · no categoryopus · no categorymodels split
Sports Medicine Update
Michael Robert Misch, Neha P. Raukar
2019· review· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
14
citations
affno abstractunlabeled
Pleural Disease in the Emergency Department
Erin Weldon, J. Killa Williams
2011· review· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
13
citations
affno abstractunlabeled
Ultrasound Imaging of Orthopedic Injuries
Robert Simard
2019· review· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · none
13
citations
affno abstractunlabeled
The Management of Agitated Toxidromes
Sophie Gosselin, Robert S. Hoffman
2022· review· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
affno abstractunlabeled
The Mindset of the Resuscitationist
Sara Gray, Michael Lauria, Christopher Hicks
2020· review· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · metaresearchconsensus · none
10
citations
affno abstractunlabeled
Reanimating Patients After Traumatic Cardiac Arrest
Chris Evans, David Quinlan, Paul T. Engels, Jonathan Sherbino
2017· review· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
10
citations
affno abstractunlabeled
Narrow Complex Tachycardias
Tareq Al-Salamah, Mohammed K Alageel, Leen Alblaihed
2022· review· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
5
citations
affno abstractunlabeled
Rapid Fire
Debra Eagles, Danya Khoujah
2021· review· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · none
5
citations
affno abstractunlabeled
Devices Used in Cardiac Arrest
Steven C. Brooks, Alina Toma, Jonathan H. Hsu
2011· review· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
affno abstractunlabeled
Intimate Partner Violence and Human Trafficking
Kari Sampsel, Julianna Deutscher, Emma Duchesne
2022· review· en· Emergency Medicine Clinics of North America· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affno abstractunlabeled
Blunt and Penetrating Airway Trauma
Laura V. Duggan, Leilani Doyle, Jordan Zunder, Mary Hanna
2023· review· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affno abstractunlabeled
Genitourinary Ultrasound
Daniel Kim, Colin Bell, Gillian Sheppard
2024· review· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Frailty-aware Care in the Emergency Department
Patrick E Boreskie, Kevin F. Boreskie
2024· review· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Seismology and Advances in Trauma Resuscitation
Christopher Hicks, Andrew Petrosoniak
2017· editorial· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Emergency Medicine Orthopedic Assessment
Arun Sayal
2019· review· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow
1
citations
affno abstractunlabeled
Time for Change: Elevating Emergency Care for Older Adults
Brittany Ellis, Christina Shenvi
2024· editorial· en· Emergency Medicine Clinics of North America· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · none
0
citations
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