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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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Journal of Robotic Surgery
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Retraction
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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.

67 results · 1 filter active ·
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20072025
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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.
67 works in the cohort · of 4,299,418page 1 of 2

Labels cover 1 of 67 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 67 of 67 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Robotic radical hysterectomy: comparison of outcomes and cost
Darron Halliday, Susie Lau, Zvi Vaknin, Claire Deland, Mark Levental, Elizabeth McNamara +5 more
2010· article· en· Journal of Robotic Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
32
citations
afffundunlabeled
Clinical, functional, and radiological outcomes of robotic assisted versus conventional total hip arthroplasty: a systematic review and meta-analysis of randomized controlled trials
Pakpoom Ruangsomboon, Onlak Ruangsomboon, Khabab Osman, Daniel Pincus, Raman Mundi, Sebastian Tomescu +2 more
2024· review· en· Journal of Robotic Surgery· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+insufficient_payloadconsensus · metaresearch+metaepi_broad
18
citations
affunlabeled
Robotic surgery in obstetrics and gynecology: a bibliometric study
Gabriel Levin, Matthew T. Siedhoff, Kelly N. Wright, Mireille Truong, Kacey M. Hamilton, Yoav Brezinov +2 more
2023· article· en· Journal of Robotic Surgery· Medicine
distilled prediction:candidate · metaresearch+bibliometricsconsensus · bibliometrics
18
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
affno abstractunlabeled
Costs of robot-assisted vs. open approaches for 5 major cancers
Francesco Di Bello, Natali Rodriguez Peñaranda, Andrea Marmiroli, Mattia Longoni, Fabian Falkenbach, Quynh Chi Le +18 more
2025· article· en· Journal of Robotic Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
8
citations

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