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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 Management and Opioid Use
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.

affaffiliation
fundfunder
venuejournal
aboutaboutness

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

1,445 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.
1,445 works in the cohort · of 4,299,418page 9 of 29

Labels cover 4 of 1,445 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 1,445 of 1,445 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The many faces of pain for older, dying adults
Margaret C. Gibson, Cori Schroder
2001· review· en· American Journal of Hospice and Palliative Medicine®· Medicine
distilled prediction:candidate · noneconsensus · none
25
citations
affunlabeled
Developing guideline-based quality indicators
Valerie Fiset, Barbara Davies, Ian D. Graham, Wendy Gifford, Kirsten Woodend
2019· article· en· International Journal of Evidence-Based Healthcare· Medicine
distilled prediction:candidate · noneconsensus · none
24
citations
afffundaboutunlabeled
Does Routine Pain Assessment Result in Better Care?
Thomas Hadjistavropoulos, Ying C. MacNab, Amanda Lints‐Martindale, Ronald R. Martin, Heather D. Hadjistavropoulos
2009· article· en· Pain Research and Management· Medicine
distilled prediction:candidate · noneconsensus · none
23
citations
affunlabeled
Acute pain management for older adults
Faroakh Hosseini, Sophie Mullins, William Gibson, Miriam Thake
2022· article· en· Clinical Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
23
citations
affunlabeled
Women With Breast Cancer
Susanne Hellerstedt-Börjesson, Karin Nordin, Marie-Louise Fjällskog, Inger K. Holmström, Cecilia Arving
2014· article· en· Cancer Nursing· Medicine
distilled prediction:candidate · noneconsensus · none
23
citations
venueno affunlabeled
Better management of chronic pain care for all
NE MacDonald, K. Flegel, P. C. Hebert, M. B. Stanbrook
2011· editorial· en· Canadian Medical Association Journal· Medicine
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
22
citations
affunlabeled
Interprofessional education in chronic non-cancer pain
Michael Allen, Tanya MacLeod, Beverley Zwicker, M Chiarot, Carol Critchley
2011· article· en· Journal of Interprofessional Care· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
22
citations
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