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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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Surgical Simulation and Training
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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
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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.

2,557 results · 1 filter active ·
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20002025
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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.
2,557 works in the cohort · of 4,299,418page 20 of 52

Labels cover 3 of 2,557 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 2,557 of 2,557 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Rhinologic Surgical Training
Eng H. Ooi, Ian Witterick
2010· article· en· Otolaryngologic Clinics of North America· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
17
citations
affno abstractunlabeled
Can both residents and chief physicians assess surgical skills?
Jeanett Oestergaard, Christian Rifbjerg Larsen, Mathilde Maagaard, Teodor Grantcharov, Bent Ottesen, Jette Led Sørensen‎
2012· article· en· Surgical Endoscopy· Medicine
distilled prediction:candidate · noneconsensus · none
16
citations
afffundvenueaboutunlabeled
Demographics, Interests, and Quality of Life of Canadian Neurosurgery Residents
Christian Iorio‐Morin, Syed Uzair Ahmed, Mark Bigder, Ayoub Dakson, Cameron Elliott, Daipayan Guha +8 more
2017· article· en· Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques· Medicine
distilled prediction:candidate · metaresearch+stsconsensus · sts
16
citations
affunlabeled
Telesurgery and the importance of context
Florian Heemeyer, Quentin Boehler, Min‐Soo Kim, Bernard R. Bendok, Evelyn L. Turcotte, H. Hunt Batjer +3 more
2025· review· en· Science Robotics· Medicine
distilled prediction:candidate · noneconsensus · none
16
citations
affno abstractunlabeled
Reliable assessment of operative performance
Elif Bilgiç, Yusuke Watanabe, Katherine M. McKendy, Amani Munshi, Yoichi M. Ito, Gerald M. Fried +2 more
2015· article· en· The American Journal of Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
16
citations
affno abstractunlabeled
The value proposition of simulation
Aimee K. Gardner, Dmitry Nepomnayshy, Craig A. Reickert, Denise W. Gee, Ryan Brydges, James R. Korndorffer +2 more
2016· article· en· Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
16
citations
affno abstractunlabeled
Eye gaze of endoscopists during simulated colonoscopy
Wenjing He, Simon Bryns, Karen I. Kroeker, Anup Basu, Daniel W. Birch, Bin Zheng
2019· article· en· Journal of Robotic Surgery· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
15
citations
affunlabeled
The Construction of Surgical Trust
Saad Y. Salim, Marjan Govaerts, Jonathan White
2018· article· en· Annals of Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Same day discharge for craniotomy
Jesse Goldmacher, Mark Bernstein, Lashmi Venkatraghavan
2021· review· en· Current Opinion in Anaesthesiology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
15
citations

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