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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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Surgical site infection prevention
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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.

750 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.
750 works in the cohort · of 4,299,418page 1 of 15

Labels cover 5 of 750 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 750 of 750 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Wound Healing and Infection in Surgery
Lars Tue Sørensen
2012· review· en· Archives of Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
624
citations
affunlabeled
Risk Factors for Infection After Spinal Surgery
Andrew M. Fang, Serena S. Hu, Nathan K. Endres, David S. Bradford
2005· article· en· Spine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
573
citations
affunlabeled
Prevention of Surgical Site Infection in Spine Surgery
Paul A. Anderson, Jason W. Savage, Alexander R. Vaccaro, Kris E. Radcliff, Paul M. Arnold, Brandon D. Lawrence +1 more
2017· review· en· Neurosurgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
234
citations
affno abstractunlabeled
Surgical site infection surveillance
E.T.M. Smyth, A.M. Emmerson
2000· review· en· Journal of Hospital Infection· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
223
citations
affno abstractunlabeled
Surgical Site Infections
Pang Y. Young, Rachel G. Khadaroo
2014· review· en· Surgical Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
188
citations
affunlabeled
Update on surgical site infections
Roy A. Borchardt, Dan Tzizik
2018· article· en· JAAPA· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
169
citations
affunlabeled
Surgical Site Infection in Spine Surgery: Who Is at Risk?
Reina Yao, Hanbing Zhou, Theodore J. Choma, Brian K. Kwon, John Street
2018· article· en· Global Spine Journal· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
137
citations
affunlabeled
Hypercapnia Improves Tissue Oxygenation
Ozan Akça, Anthony G. Doufas, Nobutada Morioka, Steve Iscoe, Joseph A. Fisher, Daniel I. Sessler
2002· article· en· Anesthesiology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
136
citations
afffundunlabeled
Wound Protectors Reduce Surgical Site Infection
Janet Edwards, Adelyn L. Ho, May C. Tee, Elijah Dixon, Chad G. Ball
2012· review· en· Annals of Surgery· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
135
citations
affunlabeled
Infection prevention in the operating room anesthesia work area
L. Silvia Muñoz-Price, Andrew Bowdle, Bree Johnston, Gonzalo Bearman, Bernard Camins, E. Patchen Dellinger +9 more
2018· article· en· Infection Control and Hospital Epidemiology· Medicine
distilled prediction:candidate · noneconsensus · none
130
citations
affvenueno abstractunlabeled
Antibiotic Prophylaxis in Gynaecologic Procedures
Nancy Van Eyk, Julie van Schalkwyk, Mark H. Yudin, Victoria M. Allen, Céline Bouchard, Marc Boucher +7 more
2012· article· en· Journal of Obstetrics and Gynaecology Canada· Medicine
distilled prediction:candidate · noneconsensus · none
113
citations
affno abstractunlabeled
Prevention and management of deep sternal wound infection
Gilbert H.L. Tang, Manjula Maganti, Richard D. Weisel, Michael A. Borger
2004· review· en· Seminars in Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
94
citations
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