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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 1 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
Principles of Chest Wall Resection and Reconstruction
Pasquale Ferraro, Sabrina Cugno, Moïshe Liberman, Michel Alain Danino, Patrick G. Harris
2010· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
86
citations
affno abstractunlabeled
Acute Traumatic Diaphragmatic Injury
Waël C. Hanna, Lorenzo Ferri
2009· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
78
citations
affno abstractunlabeled
Treatment of Heterogeneous Emphysema Using the Spiration IBV Valves
Steven C. Springmeyer, Chris T. Bolliger, Thomas K. Waddell, Xavier González, Douglas E. Wood
2009· article· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
63
citations
affno abstractunlabeled
Management of Malignant Tracheoesophageal Fistula
Farid M. Shamji, Richard Inculet
2018· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
62
citations
affno abstractunlabeled
Extending the Donor Pool
Marcelo Cypel, 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
57
citations
affno abstractunlabeled
Anatomy and Physiology of the Thoracic Lymphatic System
Matias Losano Brotons, Ciprian Bolca, Éric Fréchette, Jean Deslauriers
2012· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow
56
citations
affno abstractunlabeled
Primary Chest Wall Tumors
Shona E. Smith, Shaf Keshavjee
2010· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+metaepi_broad+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
55
citations
affno abstractunlabeled
Quality of Life in Patients with Esophageal Cancer
Gail Darling
2013· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
52
citations
affno abstractunlabeled
Evaluating the Patient Presenting with Hyperhidrosis
Nowell Solish, Rena Wang, Christian Murray
2008· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
51
citations
affno abstractunlabeled
Acquired Paralysis of the Diaphragm
Michael A. Ko, Gail Darling
2009· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+research_integrity+insufficient_payloadconsensus · metaepi_narrow
43
citations
affno abstractunlabeled
Hyperhidrosis: What is it and Why Does it Occur?
Yaron Shargall, Ernie Spratt, Robert A. Zeldin
2008· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
41
citations
affno abstractunlabeled
Lobes, Fissures, and Bronchopulmonary Segments
Paula A. Ugalde, José de Jesus Peixoto Camargo, Jean Deslauriers
2007· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow
39
citations
affno abstractunlabeled
Withdrawing Life-Sustaining Treatment: Ethical Considerations
Sharon Reynolds, Andrew Cooper, Martin F. McKneally
2005· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
36
citations
affno abstractunlabeled
Neoadjuvant Therapy in Esophageal Cancer
Shirley Lewis, Jelena Lukovic
2022· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow
33
citations
affno abstractunlabeled
Surface Anatomy and Surface Landmarks for Thoracic Surgery
Rana Sayeed, Gail Darling
2007· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
31
citations
affno abstractunlabeled
Advances in Image-Guided Thoracic Surgery
Biniam Kidane, Kazuhiro Yasufuku
2016· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+metaepi_broad+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
31
citations
affno abstractunlabeled
Preoperative Assessment: An Anesthesiologist's Perspective
Peter Slinger, Michael R. Johnston
2005· 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
30
citations
affno abstractunlabeled
Imaging the Diaphragm
Heidi Roberts
2009· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow
28
citations
affno abstractunlabeled
Delays in Managing Lung Cancer
Farid M. Shamji, Gilles Beauchamp
2021· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
28
citations
affno abstractunlabeled
Mediastinal Staging
Pravachan Hegde, Moïshe Liberman
2016· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
28
citations
affno abstractunlabeled
Anatomy of the Thymus Gland
Najib Safieddine, Shaf Keshavjee
2011· article· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
25
citations
fundno affno abstractunlabeled
Epidermal Growth Factor Receptor Mutations
Erin M. McLoughlin, Ryan D. Gentzler
2020· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
22
citations
affno abstractunlabeled
The Glottis and Subglottis: An Otolaryngologist's Perspective
Dietmar Thurnher, Roger V. Moukarbel, Christine B. Novak, Patrick Gullane
2007· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow+research_integrity
21
citations
affno abstractunlabeled
Gastroesophageal Reflux and Cancer
Simon Turcotte, André Duranceau
2005· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
20
citations
affno abstractunlabeled
Contemporary Management of Idiopathic Laryngotracheal Stenosis
Laura Donahoe, Shaf Keshavjee
2018· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
19
citations
affno abstractunlabeled
Mediastinal Divisions and Compartments
Wei Liu, Jean Deslauriers
2011· article· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
19
citations
affno abstractunlabeled
Technical Controversies in Fundoplication Surgery
Gail Darling, Claude Deschamps
2005· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
17
citations
affno abstractunlabeled
Anatomy of the Pleura: Reflection Lines and Recesses
François Bertin, Jean Deslauriers
2011· article· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
17
citations
affno abstractunlabeled
Centralized Organ Recovery and Reconditioning Centers
Amit Bery, Aadil Ali, Marcelo Cypel, Daniel Kreisel
2022· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow
15
citations
affno abstractunlabeled
Anatomy of the Superior Vena Cava and Brachiocephalic Veins
William F. Bennett, Fawaz Altaf, Jean Deslauriers
2011· article· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
15
citations
affno abstractunlabeled
From Open to Bedside Percutaneous Tracheostomy
Biniam Kidane, Andrew F. Pierre
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
15
citations
affno abstractunlabeled
Laryngeal Split and Rib Cartilage Interpositional Grafting
Wael Hasan, Patrick Gullane
2018· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
14
citations
affno abstractunlabeled
Fluorescence and Navigational Bronchoscopy
Annette McWilliams, Tawimas Shaipanich, Stephen Lam
2013· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
14
citations

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