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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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Scoliosis diagnosis and treatment
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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.

1,892 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.
1,892 works in the cohort · of 4,299,418page 2 of 38

Labels cover 3 of 1,892 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 1,892 of 1,892 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Pediatric sagittal alignment
Jean‐Marc Mac‐Thiong, Hubert Labelle, Pierre Roussouly
2011· review· en· European Spine Journal· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
139
citations
affunlabeled
Recent and Emerging Advances in Spinal Deformity
Justin S. Smith, Christopher I. Shaffrey, Shay Bess, Mohammed F. Shamji, Darrel S. Brodke, Lawrence G. Lenke +5 more
2017· review· en· Neurosurgery· Medicine
distilled prediction:candidate · noneconsensus · none
125
citations
affno abstractunlabeled
Early Onset Scoliosis - Time for Consensus
Ron El‐Hawary, Behrooz A. Akbarnia
2015· letter· en· Spine Deformity· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
121
citations
affunlabeled
Prediction of Osteoporotic Spinal Deformity
Tony S. Keller, Deed E. Harrison, Christopher J. Colloca, Donald D. Harrison, Tadeusz J. Janik
2003· article· en· Spine· Medicine
distilled prediction:candidate · noneconsensus · none
120
citations
affno abstractunlabeled
Congenital scoliosis
Vincent Arlet, T. Odent, Max Aebi
2003· review· en· European Spine Journal· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
117
citations
affunlabeled
Seeing the Spine in 3D
Hubert Labelle, Carl‐Éric Aubin, Roger P. Jackson, Larry Lenke, Peter O. Newton, Stefan Parent
2011· article· en· Journal of Pediatric Orthopaedics· Medicine
distilled prediction:candidate · noneconsensus · none
117
citations
affno abstractunlabeled
Update on Evaluation and Treatment of Scoliosis
Ron El‐Hawary, Chukwudi Chukwunyerenwa
2014· review· en· Pediatric Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
110
citations

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