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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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Esophageal and GI Pathology
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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.

affaffiliation
fundfunder
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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.

769 results · 1 filter active ·
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20002025
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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.
769 works in the cohort · of 4,299,418page 3 of 16

Labels cover 0 of 769 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 769 of 769 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The esophageal remnant after gastric interposition
Xavier Benoît D’Journo, Jocelyne Martin, Pasquale Ferraro, André Duranceau
2008· review· en· Diseases of the Esophagus· Medicine
distilled prediction:candidate · noneconsensus · none
34
citations
affunlabeled
Artificial Esophagus With Peristaltic Movement
Makoto Watanabe, K. Sekine, Yoshio Hori, Yasuyuki Shiraishi, Takeshi Maeda, Dai Honma +3 more
2005· article· en· ASAIO Journal· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
34
citations
affno abstractunlabeled
Esophageal cancer: self-expanding metallic stents
Tarun Sabharwal, Jose P. Morales, R. Salter, Andreas Adam
2005· review· en· Abdominal Imaging· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
33
citations
affunlabeled
Tracheoesophageal fistula: open versus endoscopic repair
Sam J. Daniel, Mariana Magnus Smith
2016· review· en· Current Opinion in Otolaryngology & Head & Neck Surgery· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
29
citations
affunlabeled
Sulfuric Acid Injury
Evan W. Matshes, Kirsten A Taylor, Valerie J. Rao
2008· article· en· American Journal of Forensic Medicine & Pathology· Medicine
distilled prediction:candidate · stsconsensus · none
29
citations
affunlabeled
Quality Improvement in Pediatric Endoscopy
Robert Krämer, Catharine M. Walsh, Diana G. Lerner, Douglas S. Fishman
2017· article· en· Journal of Pediatric Gastroenterology and Nutrition· Medicine
distilled prediction:candidate · noneconsensus · none
28
citations
affunlabeled
Esophagectomy in esophageal perforations: an analysis
Saleh Abu-Daff, Farid M. Shamji, Jelena Ivanovic, Paul J. Villeneuve, Sébastien Gilbert, Donna E. Maziak +2 more
2014· article· en· Diseases of the Esophagus· Medicine
distilled prediction:candidate · noneconsensus · none
27
citations
affno abstractunlabeled
The risk of gastrointestinal malignancies in cystic fibrosis
Cynthia L. Alexander, Stefan J. Urbanski, Robert J. Hilsden, Harvey Rabin, Wallace K. MacNaughton, Paul L. Beck
2007· review· en· Journal of Cystic Fibrosis· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
23
citations
affunlabeled
Developing the Pediatric Gastrointestinal Endoscopy Unit
Harpreet Pall, Diana G. Lerner, Julie Khlevner, C F Reynolds, Jacob A. Kurowski, David M. Troendle +5 more
2016· review· en· Journal of Pediatric Gastroenterology and Nutrition· Medicine
distilled prediction:candidate · noneconsensus · none
22
citations

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