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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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Clinical practice guidelines implementation
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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
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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.

2,993 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.
2,993 works in the cohort · of 4,299,418page 42 of 60

Labels cover 42 of 2,993 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 2,993 of 2,993 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.

affno abstractunlabeled
Despise the free lunch
Majid A. Almadi, Abdulaziz Altowaijri
2021· letter· en· Saudi Journal of Gastroenterology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Is Prophylactic Lumbar Discectomy Ever Indicated?
Fred L. Cohen, William J. Murphy, Mark Bernstein
2011· article· en· Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affvenueno abstractunlabeled
Author Response: Guideline Clarification
Deborah L. O’Connor, Jennifer Blake, Rhonda C. Bell, Shanna Fenton, Melissa D. Rossiter, Kristi B. Adamo +2 more
2018· letter· en· Journal of Obstetrics and Gynaecology Canada· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affvenueno abstractunlabeled
The utility of provincial AS guidelines
Munir Jamal
2015· article· en· Canadian Urological Association Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/j.yort.2014.05.007
2000· article· en· Time to knit· Medicine
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Clinical conundrum
Tim Florax
2019· article· en· BSAVA Companion· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Ancré dans la pratique
Jason Hosain, Olivia Reis, Tanya Verrall, Angela Baerwald, Breanna Davis, Andries Muller +2 more
2020· article· fr· Canadian Family Physician· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Patient descriptives.txt
Bryant Lim
2019· dataset· en· Harvard Dataverse· Medicine
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueaboutno affunlabeled
Ontario ends weight-loss surgery abroad
Lauren Vogel
2014· article· en· Canadian Medical Association Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affvenueno abstractunlabeled
Guidelines Do Not Guide Practice
George Carson
2019· article· en· Journal of Obstetrics and Gynaecology Canada· Medicine
machine prediction:candidate · metaresearchconsensus · none
0
citations
aboutno affunlabeled
Freely-Available Clinical Guidelines Resources
Roberta Bronson Fitzpatrick
2008· article· en· Journal of Electronic Resources in Medical Libraries· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
afffundvenueunlabeled
Mener à bien la normalisation
Elise Paradis, Chanté De Freitas, Ruth Heisey, Karen Burrell, Lisa Fernandes, Jane D. McLeod +1 more
2021· article· fr· Canadian Family Physician· Medicine
machine prediction:candidate · metaresearchconsensus · none
0
citations
affunlabeled
[no title]
Brenda J. Wilson, Neil R. Bell, Roland Grad, Guylène Thériault, James A. Dickinson, Harminder Singh +2 more
2018· article· fr· PubMed· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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