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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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. 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
machine prediction:candidate · noneconsensus · none
86
citations
affno abstractunlabeled
Acute Traumatic Diaphragmatic Injury
Waël C. Hanna, Lorenzo Ferri
2009· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
machine prediction:candidate · noneconsensus · none
78
citations
affno abstractunlabeled
Extending the Donor Pool
Marcelo Cypel, Shaf Keshavjee
2014· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
machine prediction:candidate · noneconsensus · none
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
machine prediction:candidate · noneconsensus · none
56
citations
affno abstractunlabeled
Primary Chest Wall Tumors
Shona E. Smith, Shaf Keshavjee
2010· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
machine prediction:candidate · noneconsensus · none
55
citations
affno abstractunlabeled
Acquired Paralysis of the Diaphragm
Michael A. Ko, Gail Darling
2009· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
machine prediction:candidate · noneconsensus · none
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
machine prediction:candidate · noneconsensus · none
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
machine prediction:candidate · noneconsensus · none
39
citations
affno abstractunlabeled
Neoadjuvant Therapy in Esophageal Cancer
Shirley Lewis, Jelena Lukovic
2022· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
machine prediction:candidate · noneconsensus · none
33
citations
affno abstractunlabeled
Advances in Image-Guided Thoracic Surgery
Biniam Kidane, Kazuhiro Yasufuku
2016· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
machine prediction:candidate · noneconsensus · none
31
citations
affno abstractunlabeled
Imaging the Diaphragm
Heidi Roberts
2009· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
machine prediction:candidate · noneconsensus · none
28
citations
affno abstractunlabeled
Delays in Managing Lung Cancer
Farid M. Shamji, Gilles Beauchamp
2021· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
machine prediction:candidate · noneconsensus · none
28
citations
affno abstractunlabeled
Mediastinal Staging
Pravachan Hegde, Moïshe Liberman
2016· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
machine prediction:candidate · noneconsensus · none
28
citations
affno abstractunlabeled
Anatomy of the Thymus Gland
Najib Safieddine, Shaf Keshavjee
2011· article· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
machine prediction:candidate · noneconsensus · 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
machine prediction:candidate · noneconsensus · none
22
citations
affno abstractunlabeled
Gastroesophageal Reflux and Cancer
Simon Turcotte, André Duranceau
2005· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
machine prediction:candidate · noneconsensus · none
20
citations
affno abstractunlabeled
Mediastinal Divisions and Compartments
Wei Liu, Jean Deslauriers
2011· article· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
machine prediction:candidate · noneconsensus · none
19
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
machine prediction:candidate · noneconsensus · 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
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Fluorescence and Navigational Bronchoscopy
Annette McWilliams, Tawimas Shaipanich, Stephen Lam
2013· review· en· Thoracic surgery clinics/Thorac. surg. clin.· Medicine
machine prediction:candidate · noneconsensus · none
14
citations

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