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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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Pain Mechanisms and Treatments
Retraction
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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.

3,190 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.
3,190 works in the cohort · of 4,299,418page 2 of 64

Labels cover 1 of 3,190 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 3,190 of 3,190 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Etiology and Pharmacology of Neuropathic Pain
Sascha R.A. Alles, Peter A. Smith
2018· review· en· Pharmacological Reviews· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
409
citations
affunlabeled
Central Neuroplasticity and Pathological Pain
Ronald Melzack, Terence J. Coderre, Joel Katz, Anthony L. Vaccarino
2001· review· en· Annals of the New York Academy of Sciences· Medicine
distilled prediction:candidate · noneconsensus · none
371
citations
afffundno abstractunlabeled
P2X4R+ microglia drive neuropathic pain
Simon Beggs, Tuan Trang, Michael W. Salter
2012· article· en· Nature Neuroscience· Medicine
distilled prediction:candidate · noneconsensus · none
362
citations
affno abstractunlabeled
Topical and Peripherally Acting Analgesics
Jana Sawynok
2003· review· en· Pharmacological Reviews· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
339
citations
afffundunlabeled
Calcium-Permeable Ion Channels in Pain Signaling
Emmanuel Bourinet, Christophe Altier, Michael E. Hildebrand, Tuan Trang, Michael W. Salter, Gerald W. Zamponi
2014· review· en· Physiological Reviews· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
328
citations
afffundno abstractunlabeled
Pain genetics: past, present and future
Jeffrey S. Mogil
2012· review· en· Trends in Genetics· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
321
citations
affunlabeled
Sex differences in neuroimmunity and pain
Sarah F. Rosen, Boram Ham, Jeffrey S. Mogil
2016· review· en· Journal of Neuroscience Research· Medicine
distilled prediction:candidate · noneconsensus · none
321
citations
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