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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.

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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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BJA Education
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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.

55 results · 1 filter active ·
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20142025
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Categories
Machine labels · sparse coverage
Evidence
Language
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
55 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 55 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 55 of 55 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Regional anaesthesia and outcomes
MargaretM. Hutton, Richard Brull, Alan Macfarlane
2017· review· en· BJA Education· Medicine
distilled prediction:candidate · noneconsensus · none
159
citations
affno abstractunlabeled
Paediatric lung isolation
Michael Letal, M Theam
2016· article· en· BJA Education· Medicine
distilled prediction:candidate · noneconsensus · none
82
citations
affno abstractunlabeled
Perioperative point-of-care gastric ultrasound
Kariem El‐Boghdadly, T. Wojcikiewicz, Anahi Perlas
2019· review· en· BJA Education· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
79
citations
affno abstractunlabeled
Paediatric total intravenous anaesthesia
James S. Gaynor, J. Mark Ansermino
2016· article· en· BJA Education· Medicine
distilled prediction:candidate · noneconsensus · none
42
citations
affno abstractunlabeled
Hypoxaemia during one lung ventilation
Sara Shum, Alexander Huang, Peter Slinger
2023· review· en· BJA Education· Medicine
distilled prediction:candidate · noneconsensus · none
37
citations
afffundno abstractunlabeled
Dexmedetomidine in paediatric anaesthesia
Ryan P. Lin, J. Mark Ansermino
2020· review· en· BJA Education· Medicine
distilled prediction:candidate · noneconsensus · none
35
citations
affno abstractunlabeled
Anaesthesia for cleft lip and palate surgery
Simon Denning, Elaine Ng, Karen W. Y. Wong Riff
2021· review· en· BJA Education· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
30
citations
affno abstractunlabeled
Major obstetric haemorrhage
Thomas Drew, Jose C. A. Carvalho
2022· review· en· BJA Education· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
25
citations
affno abstractunlabeled
Pain management in day-case surgery
Liza Tharakan, Peter Faber
2014· article· en· BJA Education· Medicine
distilled prediction:candidate · noneconsensus · none
20
citations
affno abstractunlabeled
Anaesthesia for premature infants
James I. MacRae, Elaine Ng
2021· review· en· BJA Education· Neuroscience
distilled prediction:candidate · noneconsensus · none
14
citations
affno abstractunlabeled
Perioperative care in cardiac surgery
Surendra Pokhrel, Alexander J. Gregory, Adrian Mellor
2021· review· en· BJA Education· Medicine
distilled prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Sepsis in paediatrics
Heather D. O'Reilly, Kusum Menon
2020· review· en· BJA Education· Medicine
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Pulmonary artery catheterisation
Ned Gilbert-Kawai, Randi Chen, Sanjay K. S. Patel
2024· review· en· BJA Education· Medicine
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Neuromuscular scoliosis surgery in children
S. Sathasivam, Renyong Lin, Gillian Lauder
2025· review· en· BJA Education· Medicine
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Cardiac transplantation in children
Colin Black, Abbas Khushnood, Helen Holtby, Lucy Hepburn
2019· review· en· BJA Education· Medicine
distilled prediction:candidate · noneconsensus · none
1
citations
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