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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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Thoracic surgery clinics/Thorac. surg. clin.
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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.

137 results · 1 filter active ·
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20042025
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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.
137 works in the cohort · of 4,299,418page 2 of 3

Labels cover 0 of 137 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 137 of 137 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Management of Complications After Esophagectomy
Jonathan Yeung
2020· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow
13
citations
affno abstractunlabeled
Nerves of the Mediastinum
Jingyi Wang, Ji Li, Guojin Liu, Jean Deslauriers
2011· article· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
12
citations
affno abstractunlabeled
Anatomy of the Neck and Cervicothoracic Junction
Jean Deslauriers
2007· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow
12
citations
affno abstractunlabeled
Correlative Anatomy of the Pleura and Pleural Spaces
Liang Chen, Wei Liu, Jean-Philippe Bolduc, Jean Deslauriers
2011· article· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
11
citations
affno abstractunlabeled
Lung resection in the pulmonary-compromised patient
Jocelyne Martin
2004· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow+research_integrity
11
citations
affno abstractunlabeled
Introduction to Concepts in Leadership for the Surgeon
Linda Mrkonjic, Sean Grondin
2011· article· en· Thoracic surgery clinics/Thorac. surg. clin.· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
8
citations
affno abstractunlabeled
Pulmonary Resection After Pneumonectomy
Olaf Mercier, Marc de Perrot, Shaf Keshavjee
2014· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
7
citations
affno abstractunlabeled
The Lymphatic Spread of Lung Cancer
Farid M. Shamji, Gilles Beauchamp, Harman Jatinder S. Sekhon
2021· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · metaepi_narrow
7
citations
affno abstractunlabeled
Paraneoplastic Syndromes in Lung Cancers
Farid M. Shamji, Gilles Beauchamp, Donna E. Maziak, Joel D. Cooper
2021· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
7
citations
affno abstractunlabeled
Adjuvant Chemotherapy After Pulmonary Resection for Lung Cancer
Céline Mascaux, Frances A. Shepherd
2013· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow
6
citations
affno abstractunlabeled
Experiences with Prosthetic Airway Replacement
Jean Deslauriers, Nicolas Aubrée, Farid M. Shamji
2018· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
6
citations
affno abstractunlabeled
Carinal Pneumonectomy
Reza J. Mehran, Jean Deslauriers
2018· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
6
citations
affno abstractunlabeled
Novel Technologies for Isolated Lung Perfusion
Marcelo Cypel, Shaf Keshavjee
2016· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow
6
citations
affno abstractunlabeled
Minimally Invasive Thoracic Surgery for Low- and Middle-Income Countries
Yihan Lin, Dominique Vervoort, Bibhusal Thapa, Ranjan Sapkota, John D. Mitchell
2022· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+sts+research_integrity+insufficient_payloadconsensus · metaresearch+metaepi_narrow+research_integrity
5
citations
affno abstractunlabeled
Sepsis in the Postpneumonectomy Space
Farid M. Shamji
2021· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
5
citations
affno abstractunlabeled
New Pharmacologic Approaches in Gastroesophageal Reflux Disease
David Armstrong, Daniel Sifrim
2011· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
5
citations
affno abstractunlabeled
Fundamentals of Standard Sleeve Resection
Gilles Beauchamp
2018· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
5
citations
affno abstractunlabeled
Overview of the Management of Esophageal Cancer
Jonathan Yeung, Elena Elimova
2022· editorial· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
5
citations
affno abstractunlabeled
Sharing the Airway
Farid M. Shamji, Jean Deslauriers
2018· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
5
citations
affno abstractunlabeled
Uniportal Video-Assisted Transcervical Thymectomy
Philippe Lemaître, Shaf Keshavjee
2019· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+metaepi_broad+research_integrity+insufficient_payloadconsensus · metaepi_narrow+metaepi_broad+research_integrity+insufficient_payload
4
citations
affno abstractunlabeled
Controversies in Lung Cancer
Farid M. Shamji
2021· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
4
citations
affno abstractunlabeled
Palliative Care Principles for Thoracic Surgery
Bill Nelems
2013· article· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
4
citations
affno abstractunlabeled
Correlative Anatomy of the Diaphragm
Cao Dian-bo, Wei Liu, Jean-Philippe Bolduc, Jean Deslauriers
2011· article· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
affno abstractunlabeled
Guiding Principles on the Importance of Thoracic Surgical Education on Establishing Integrated Thoracic Surgery Program, Interdisciplinary Thoracic Oncology Conferences, and an Interdisciplinary Approach to Management of Thoracic Malignancies
Farid M. Shamji, Harman Jatinder S. Sekhon, Robert M. MacRae, Donna E. Maziak
2021· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow+research_integrity
3
citations
afffundno abstractunlabeled
Billing, Coding, and Credentialing in the Thoracic Surgery Practice
David T. Cooke, Gary Gelfand, Joshua A. Broghammer
2011· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · metaresearch+metaepi_narrow+research_integrity
3
citations
affno abstractunlabeled
Advances in Cytopathology for Lung Cancer
Harmanjatinder S. Sekhon, Carolina A. Souza, Marcio M. Gomes
2013· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow
3
citations
affno abstractunlabeled
Surgeons and Lung Cancer Screening
Sean Grondin, Janet Edwards, Gaetano Rocco
2015· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow
3
citations
fundno affno abstractunlabeled
Pulmonary Metastasectomy in Renal Cell Carcinoma
Gregory D. Jones, Sudish C. Murthy
2025· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
2
citations
affno abstractunlabeled
Preface
Jean Deslauriers
2011· editorial· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
2
citations
affno abstractunlabeled
Importance of a Team Effort in Success of Airway Surgery
Farid M. Shamji, Jean Deslauriers, Bill Nelems
2018· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+metaepi_broad+research_integrityconsensus · metaepi_narrow
2
citations

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