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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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Orthopaedic implants and arthroplasty
Retraction
Abstract
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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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aboutaboutness

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

3,080 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.
3,080 works in the cohort · of 4,299,418page 1 of 62

Labels cover 8 of 3,080 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 3,080 of 3,080 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.

affaboutunlabeled
Periprosthetic Fractures Evaluation and Treatment
Bassam A. Masri, R M. Dominic Meek, Clivе P. Duncan
2004· review· en· Clinical Orthopaedics and Related Research· Medicine
machine prediction:candidate · noneconsensus · none
468
citations
aboutno affunlabeled
Mortality After Periprosthetic Fracture of the Femur
Timothy Bhattacharyya, Denis Chang, James B. Meigs, Daniel M. Estok, Henrik Malchau
2007· article· en· Journal of Bone and Joint Surgery· Medicine
machine prediction:candidate · noneconsensus · none
414
citations
affno abstractunlabeled
Soft tissue balancing: The hip
Robert B. Bourne, Cecil H. Rorabeck
2002· article· en· The Journal of Arthroplasty· Medicine
machine prediction:candidate · noneconsensus · none
318
citations
aboutno affunlabeled
Patient-reported outcome in total hip replacement
Marieke Ostendorf, Henk F. van Stel, Erik Buskens, A.J.P. Schrijvers, Louis N. Marting, A.J. Verbout +1 more
2004· article· en· Journal of Bone and Joint Surgery - British Volume· Medicine
machine prediction:candidate · noneconsensus · none
291
citations
affno abstractunlabeled
The Harris hip score
Nizar N. Mahomed, David C. Arndt, Brian J. McGrory, William H. Harris
2001· article· en· The Journal of Arthroplasty· Medicine
machine prediction:candidate · noneconsensus · none
254
citations
affunlabeled
Biomechanical reconstruction of the hip
Julien Girard, Martin Lavigne, Pascal‐André Vendittoli, Alain Roy
2006· article· en· Journal of Bone and Joint Surgery - British Volume· Medicine
machine prediction:candidate · noneconsensus · none
247
citations
affunlabeled
Metal-on-Metal Hip Resurfacing Arthroplasty
Andrew Shimmin, Paul E. Beaulé, Pat Campbell
2008· review· en· Journal of Bone and Joint Surgery· Medicine
machine prediction:candidate · noneconsensus · none
234
citations
affunlabeled
Wear and Osteolysis Around Total Knee Arthroplasty
Douglas D.R. Naudie, Deborah J. Ammeen, Charles A. Engh, Cecil H. Rorabeck
2007· review· en· Journal of the American Academy of Orthopaedic Surgeons· Medicine
machine prediction:candidate · noneconsensus · none
231
citations
affunlabeled
The John Charnley Award
Pat Campbell, Paul E. Beaulé, Edward Ebramzadeh, M. LeDuff, Koen De Smet, Zhen Lu +1 more
2006· article· en· Clinical Orthopaedics and Related Research· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
223
citations
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