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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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Healthcare Systems and Challenges
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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.

482 results · 1 filter active ·
Results by year
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.
482 works in the cohort · of 4,299,418page 4 of 10

Labels cover 3 of 482 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 482 of 482 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.

venueno affunlabeled
Junior doctors may strike in the UK
Debra Martens
2015· article· en· Canadian Medical Association Journal· Health Professions
machine prediction:candidate · noneconsensus · none
1
citations
afffundunlabeled
Reply to Vanhems et al
Geoffrey Taylor, Robyn Mitchell, Allison McGeer, Charles Frenette, Kathryn N. Suh, Alice Wong +4 more
2014· letter· fr· Infection Control and Hospital Epidemiology· Health Professions
machine prediction:candidate · noneconsensus · none
1
citations
afffundvenueaboutunlabeled
Trends colliding
Kamila Premji, Richard H. Glazier, Michael Green, Shahriar Khan, Maria Mathews, Steve Nastos +3 more
2025· article· en· Canadian Family Physician· Health Professions
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Reason for rage
Zeba Arif
2013· article· en· Nursing Standard· Health Professions
machine prediction:candidate · noneconsensus · none
1
citations
venueaboutno affunlabeled
Rethink weight limits on morning-after pill
Lauren Vogel
2015· article· en· Canadian Medical Association Journal· Health Professions
machine prediction:candidate · noneconsensus · none
1
citations
affvenueno abstractunlabeled
How to help the unmatched medical student
Amit RL Persad
2023· article· en· Canadian Medical Education Journal· Health Professions
machine prediction:candidate · noneconsensus · none
1
citations
venueno affno abstractunlabeled
10.1016/s1544-8800(08)70285-9
2000· article· en· Time to knit· Health Professions
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affvenueunlabeled
Ten million and counting
Vincent Hanlon
2023· article· en· Canadian Medical Association Journal· Health Professions
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Goldilocks and the Coronavirus
Daphna Grossman
2021· article· en· Canadian Family Physician· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Opportunity knocks
Clare Jacobs
2003· article· en· Nursing Standard· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Opening doors to job equality
Petra Kendall-Raynor
2013· article· en· Nursing Standard· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
We want more than fair pay
Beverly Malone
2001· article· en· Nursing Standard· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
"Is there a doctor on the plane"?
Natalie Ward
2005· article· fr· PubMed· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/s1541-9800(11)70512-9
2000· article· en· Time to knit· Health Professions
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Taking stock
Stephen Griffin
2001· article· en· Nursing Standard· Health Professions
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Ten health stories that mattered: Feb. 17–21
Roger Collier
2014· article· en· Canadian Medical Association Journal· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Serena Williams prenancy photo a mistake
2017· other· en· Internet Archive (Internet Archive)· Health Professions
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Greek nurses reach
Jasmine Malone
2012· article· en· Nursing Standard· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Bleach / Fire Fallow
Andrea Charise
2020· article· en· Ars Medica· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
In Reply
Jennifer A. Hutcheon, Lisa M. Bodnar, Hyagriv N. Simhan
2015· letter· en· Obstetrics and Gynecology· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/s1558-0164(13)70002-6
2000· article· en· Time to knit· Health Professions
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/s0765-2046(97)80182-7
2000· article· en· Time to knit· Health Professions
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations

How this was built: Screen · Findings · About