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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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Seminars in Pediatric Surgery
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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.

85 results · 1 filter active ·
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20012025
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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.
85 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 85 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 85 of 85 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Asymptomatic congenital lung malformations
Jean‐Martin Laberge, Pramod S. Puligandla, Hélène Flageole
2005· review· en· Seminars in Pediatric Surgery· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
319
citations
affno abstractunlabeled
Short bowel syndrome: epidemiology and etiology
Paul W. Wales, Emily Christison‐Lagay
2009· review· en· Seminars in Pediatric Surgery· Nursing
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
186
citations
affno abstractunlabeled
Congenital lung malformations: Informing best practice
Robert Baird, Pramod S. Puligandla, Jean‐Martin Laberge
2014· review· en· Seminars in Pediatric Surgery· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · none
139
citations
affno abstractunlabeled
Pediatric tracheostomy
Paolo Campisi, Vito Forte
2016· review· en· Seminars in Pediatric Surgery· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
77
citations
affno abstractunlabeled
Learning health systems
Katherine J. Deans, Sara Sabihi, Christopher B. Forrest
2018· review· en· Seminars in Pediatric Surgery· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
68
citations
affno abstractunlabeled
Long-term outcomes of pediatric inflammatory bowel disease
Soheila Nasiri, Mary Ellen Kuenzig, Eric I. Benchimol
2017· review· en· Seminars in Pediatric Surgery· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
51
citations
affno abstractunlabeled
Laryngotracheoesophageal clefts
Julie E. Strychowsky, Reza Rahbar
2016· article· en· Seminars in Pediatric Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
36
citations
affno abstractunlabeled
Islet cell transplantation
Michael McCall, A. M. James Shapiro
2014· review· en· Seminars in Pediatric Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
34
citations
affno abstractunlabeled
Pediatric spontaneous pneumothorax
Kenneth Shaw, Pascale Prasil, Luong T. Nguyen, Jean‐Martin Laberge
2003· article· en· Seminars in Pediatric Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
32
citations
affno abstractunlabeled
The Failed Fundoplication
Jacob C. Langer
2003· review· en· Seminars in Pediatric Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
28
citations
affno abstractunlabeled
Surgical approach to Hirschsprung disease
Jacob C. Langer
2022· article· en· Seminars in Pediatric Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
26
citations
affno abstractunlabeled
Fetal imaging and therapy for CDH—Current status
Titilayo Oluyomi-Obi, Tim Van Mieghem, Greg Ryan
2017· review· en· Seminars in Pediatric Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
26
citations
affno abstractunlabeled
Systematic reviews and meta-analytic techniques
Robert Baird
2018· review· en· Seminars in Pediatric Surgery· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+scholarly_communication+insufficient_payloadconsensus · metaresearch+metaepi_narrow+metaepi_broad+insufficient_payload
23
citations
affno abstractunlabeled
Classification and clinical evaluation
Agostino Pierro, Edward M. Kiely, Lewis Spitz
2015· review· en· Seminars in Pediatric Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
21
citations
affno abstractunlabeled
Cardiac function in congenital diaphragmatic hernia
Gabriel Altit, Anie Lapointe, Florian Kipfmueller, Neil Patel
2024· review· en· Seminars in Pediatric Surgery· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
18
citations
affno abstractunlabeled
Coagulation issues in vascular anomalies
Kiersten Ricci, Leonardo R. Brandão
2020· review· en· Seminars in Pediatric Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
17
citations

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