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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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OTA International The Open Access Journal of Orthopaedic Trauma
Topic
Retraction
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Evidence source
Study design
Label agreement
Label status

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.

71 results · 1 filter active ·
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20182025
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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.
71 works in the cohort · of 4,299,418page 2 of 2

Labels cover 0 of 71 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 71 of 71 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Fracture nonunions
Vu Le, Clifford B. Jones, Zachary M. Working, Georg N. Duda, Chris Evans, Andrew R. Evans
2025· article· en· OTA International The Open Access Journal of Orthopaedic Trauma· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affaboutunlabeled
A review of North American orthopaedic trauma and fracture registries
Nithya Lingampalli, Geoffrey W Schemitsch, William T. Obremskey, Emil H. Schemitsch, Ashley E. Levack
2025· review· en· OTA International The Open Access Journal of Orthopaedic Trauma· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Musculoskeletal trauma rehabilitation: a global comparison
Brian Bernstein, Douglas W. Lundy, Theodore Miclau, Zsolt J. Balogh, Shimpei Kitada, Ross Leighton +12 more
2025· article· en· OTA International The Open Access Journal of Orthopaedic Trauma· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Comparing the responsiveness of a generic and a musculoskeletal specific functional outcome measure in orthopaedic patients with operative fixation of pelvic ring, acetabulum, or tibia fractures: a comparison between single injury and multiply injured patients
Aresh Sepehri, Graham Sleat, Peter J. O’Brien, Henry M. Broekhuyse, Pierre Guy, Kelly A. Lefaivre
2021· article· en· OTA International The Open Access Journal of Orthopaedic Trauma· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Basic Science Focus Forum Supplement introduction
Justin M. Haller
2025· article· en· OTA International The Open Access Journal of Orthopaedic Trauma· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Geriatric trauma: there is more to it than just the implant!
Christopher Lee, Stephen L. Kates, Matthew L. Graves, Kyle J. Jeray, Houman Javedan, Reza Firoozabadi +1 more
2024· article· en· OTA International The Open Access Journal of Orthopaedic Trauma· Medicine
machine prediction:candidate · noneconsensus · none
0
citations

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