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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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Annals of Surgery
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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.

727 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.
727 works in the cohort · of 4,299,418page 8 of 15

Labels cover 4 of 727 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 727 of 727 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Milestones in Surgical Complication Reporting
Fariba Abbassi, Matthias Pfister, Katharina Lucas, Anja Domenghino, Milo A. Puhan, Pierre‐Alain Clavien
2024· article· en· Annals of Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
32
citations
affunlabeled
System Factors Affecting Patient Safety in the OR
Robert C. Adams-McGavin, James J. Jung, Anne Sophie H.M. van Dalen, Teodor Grantcharov, Marlies P. Schijven
2019· article· en· Annals of Surgery· Health Professions
distilled prediction:candidate · noneconsensus · none
32
citations
affunlabeled
Preoperative Antibiotics and Mortality in the Elderly
Jeffrey H. Silber, Paul R. Rosenbaum, Martha E. Trudeau, Wei Chen, Xuemei Zhang, Scott A. Lorch +3 more
2005· article· en· Annals of Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
32
citations
affunlabeled
Functional Impact of a Minor Thoracic Injury
Marcel Émond, Marie‐Josée Sirois, Chantal Guímont, Jean‐Marc Chauny, Raoul Daoust, Éric Bergeron +3 more
2014· article· en· Annals of Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
31
citations
affaboutunlabeled
Ottawa Criteria for Appropriate Transfusions in Hepatectomy
Sean Bennett, Alan Tinmouth, Daniel I. McIsaac, Shane English, Paul C. Hébert, Paul J. Karanicolas +5 more
2017· review· en· Annals of Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
28
citations
affunlabeled
Measuring and Improving Emotional Intelligence in Surgery
Joanne Abi‐Jaoude, Lauren R. Kennedy-Metz, Roger D. Dias, Steven Yule, Marco A. Zenati
2021· review· en· Annals of Surgery· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
28
citations
affunlabeled
Novel Benchmark Values for Redo Liver Transplantation
Fariba Abbassi, Dániel Gerö, Xavier Muller, Alba Bueno, Wojciech Figiel, Fabien Robin +46 more
2022· article· en· Annals of Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
28
citations
aboutno affunlabeled
Decoding Twitter
Heather J. Logghe, Marissa A. Boeck, S. Atallah
2016· article· en· Annals of Surgery· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
28
citations
affunlabeled
Quality of Follow-up
Noah J. Switzer, Shaheed Merani, Daniel Skubleny, Jean‐Sébastien Pelletier, Raisa Kanji, Xinzhe Shi +5 more
2015· review· en· Annals of Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
28
citations
affunlabeled
Guideline Assessment Project: Filling the GAP in Surgical Guidelines
Stavros A. Antoniou, Sofia Tsokani, Dimitris Mavridis, Manuel López‐Cano, George Α. Antoniou, Dimitrios Stefanidis +6 more
2018· review· en· Annals of Surgery· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
27
citations
affunlabeled
Cognitive Impairment Associated With Carcinoid Syndrome
Janice L. Pasieka, R. Stewart Longman, Anthony J. Chambers, O.P. Rorstad, Kathy Rach‐Longman, Elijah Dixon
2013· article· en· Annals of Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
26
citations
affunlabeled
Casting A Wide Net On Surgery
Jules Eustache, Samer Tohme, Simon Milette, Roni Rayes, Allan Tsung, Jonathan Spicer
2019· review· en· Annals of Surgery· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
26
citations
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