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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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Minimally Invasive Surgical Techniques
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
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

260 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.
260 works in the cohort · of 4,299,418page 5 of 6

Labels cover 2 of 260 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 260 of 260 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Breaking through the Recommendation Echo Chamber
2025· report· en· Zenodo (CERN European Organization for Nuclear Research)· Medicine
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
affvenueno abstractunlabeled
Tips & Tricks for Laparoscopy in the Obese Patient
Jessica Papillon‐Smith, Michael Secter, Ally Murji
2018· article· en· Journal of Obstetrics and Gynaecology Canada· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
International Briefs
2007· article· en· Journal of Medical Regulation· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/s2211-0666(21)42843-4
2000· article· en· Time to knit· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/s0029-7437(05)70548-6
2000· article· en· Time to knit· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Uptake of Robotic Appendectomy
Cody Lendon Mullens, Samantha L. Savitch, Lena M. Napolitano, Justin B. Dimick, Kyle H. Sheetz
2025· article· en· Annals of Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Design of Medical Simulators in Obstetrics
Minh Tu Pham, Richard Moreau, Audrey Jardin, Tanneguy Redarce, Pierre Boulanger, Olivier Dupuis
2010· preprint· en· HAL (Le Centre pour la Communication Scientifique Directe)· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
0
citations
affunlabeled
Liogenys Guerin-Meneville 1831
2020· article· en· Zenodo (CERN European Organization for Nuclear Research)· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Use of Robotic Technology in Surgery
Tahir Iqbal, Alina Fiaz, Almas Bashir, Aqsa Tehseen
2018· article· en· International Journal of Robotics and Automation· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Fooled by the Film
Adam N. Rosenthal, Gary Heron, Martin Widschwendter, Samantha Read, C. Brunell, Tim Mould
2011· article· en· International Journal of Gynecological Cancer· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Il ruolo della laparoscopia
Pioter Gorecki
2007· book-chapter· it· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations
affvenueaboutno abstractunlabeled
Corrigendum dans la « Directive clinique n° 412: Entrée laparoscopique en chirurgie gynécologique » [Journal of Obstetrics and Gynaecology Canada 43 (2021) 390-405.E1]
George A. Vilos, Artin Ternamian, Philippe Y. Laberge, Angelos G. Vilos, Basim Abu‐Rafea, Sarah Scattolon +1 more
2021· erratum· fr· Journal of Obstetrics and Gynaecology Canada· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
0
citations
aboutno affno abstractunlabeled
Canadian Surgery Forum
2010· article· en· PubMed Central· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations

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