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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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Anesthesiology Clinics
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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.

54 results · 1 filter active ·
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20072025
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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.
54 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 54 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 54 of 54 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Prehabilitation to Enhance Perioperative Care
Francesco Carli, Celena Scheede‐Bergdahl
2015· review· en· Anesthesiology Clinics· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
343
citations
affno abstractunlabeled
Obstructive Sleep Apnea: Preoperative Assessment
Edwin Seet, Frances Chung
2010· review· en· Anesthesiology Clinics· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
70
citations
affno abstractunlabeled
Delirium Prevention and Treatment
Yoanna Skrobik
2011· article· en· Anesthesiology Clinics· Medicine
distilled prediction:candidate · noneconsensus · none
44
citations
affno abstractunlabeled
Emergency General Surgery in Older Adults
Sylvie Aucoin, Daniel I. McIsaac
2019· review· en· Anesthesiology Clinics· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
44
citations
affno abstractunlabeled
Vasopressors in Obstetrics
Jason Reidy, Joanne Douglas
2008· review· en· Anesthesiology Clinics· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
41
citations
affno abstractunlabeled
Disparities in Pain Management
Lee Nguyen, Jessica Esther Dawson, Meredith Brooks, James S. Khan, Natacha Telusca
2023· review· en· Anesthesiology Clinics· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
36
citations
afffundno abstractunlabeled
Regional Anesthesia for Ambulatory Anesthesiologists
Alberto E. Ardon, Arun Prasad, Robert L. McClain, M. Stephen Melton, Karen C. Nielsen, Roy A. Greengrass
2019· review· en· Anesthesiology Clinics· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
33
citations
affno abstractunlabeled
Office-Based Anesthesia: How to Start an Office-Based Practice
Matt M. Kurrek, Rebecca S. Twersky
2010· review· en· Anesthesiology Clinics· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
28
citations
affno abstractunlabeled
Local Infiltration Analgesia
Sugantha Ganapathy, Jonathan Brookes, Robert B. Bourne
2011· article· en· Anesthesiology Clinics· Medicine
distilled prediction:candidate · noneconsensus · none
26
citations
affno abstractunlabeled
Postoperative Issues
Hairil Rizal Abdullah, Frances Chung
2014· review· en· Anesthesiology Clinics· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
26
citations
affno abstractunlabeled
Anesthesia for Colorectal Surgery
Gabriele Baldini, William Fawcett
2015· review· en· Anesthesiology Clinics· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
25
citations
affno abstractunlabeled
Preoperative Consultations
Stephan R. Thilen, Duminda N. Wijeysundera, Miriam M. Treggiari
2016· review· en· Anesthesiology Clinics· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
22
citations
affno abstractunlabeled
Transcatheter Aortic Valve Replacement
Anson Cheung, Ron Ree
2008· article· en· Anesthesiology Clinics· Medicine
distilled prediction:candidate · noneconsensus · none
18
citations
affno abstractunlabeled
Thoracic Endovascular Aortic Repair
Georghios Nicolaou, Mohamed Ismaïl, Davy Cheng
2013· review· en· Anesthesiology Clinics· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
18
citations
affno abstractunlabeled
Intraoperative Nociception Monitoring
Harsha Shanthanna, Vishal Uppal, Girish P. Joshi
2021· review· en· Anesthesiology Clinics· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
16
citations
affno abstractunlabeled
Alternatives to High-Fidelity Simulation
Megan Delisle, Alexander A. Hannenberg
2020· review· en· Anesthesiology Clinics· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
14
citations
affno abstractunlabeled
Anesthesia for the Patient with Severe Liver Failure
Aidan Spring, Jagroop S. Saran, Sinead McCarthy, Stuart A. McCluskey
2020· review· en· Anesthesiology Clinics· Medicine
distilled prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Assisting the Failing Heart
Annette Vegas
2008· article· en· Anesthesiology Clinics· Engineering
distilled prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Cardiac Surgery and the Blood-Brain Barrier
Ayman Hendy, Richard Hall
2019· review· en· Anesthesiology Clinics· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
afffundno abstractunlabeled
Preoperative Evaluation
Yamini Subramani, Mahesh Nagappa, Jean Wong, Talha Mubashir, Frances Chung
2018· review· en· Anesthesiology Clinics· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
affno abstractunlabeled
Developing Capacity to Do Improvement Science Work
Irene McGhee, Yehoshua Gleicher
2018· review· en· Anesthesiology Clinics· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Emergency Resources in Obstetrics
Katherine M. Seligman, Gillian Abir
2021· review· en· Anesthesiology Clinics· Medicine
distilled prediction:candidate · noneconsensus · none
2
citations
afffundno abstractunlabeled
Shaping the Future of Cardiac Anesthesia
Jessica Spence, C. David Mazer
2025· review· en· Anesthesiology Clinics· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
2
citations
affno abstractunlabeled
Future Directions for Geriatric Anesthesiology
Philippe Desmarais, Nathan Herrmann, Fahad Alam, Stephen Choi, Sinziana Avramescu
2019· review· en· Anesthesiology Clinics· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
The Ethics of Placebo
Meng-Chen Wu, A. Jon Stoessl
2024· review· en· Anesthesiology Clinics· Neuroscience
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Hybrid Coronary Artery Bypass Grafting
Daniel Bainbridge, Wojciech B. Dobkowski
2008· article· en· Anesthesiology Clinics· Medicine
distilled prediction:candidate · noneconsensus · none
1
citations
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