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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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Healthcare professionals’ stress and burnout
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.

1,945 results · 1 filter active ·
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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.
1,945 works in the cohort · of 4,299,418page 37 of 39

Labels cover 8 of 1,945 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 1,945 of 1,945 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.

affvenueunlabeled
The Monday morning book club
Malika Sharma
2020· article· en· Canadian Medical Association Journal· Health Professions
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
11279 Work Related Pain in Gynecologic Surgeons: A Survey Study
Robert J. Young, Arthur W. Allen, Donald D. McIntire, EF Robinson, Olga Bougie, KA Kho
2024· article· en· Journal of Minimally Invasive Gynecology· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Response to Barrett, et al, and Harter
Gordon Giddings
2023· article· en· Journal of Medical Regulation· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/s1541-9800(10)70500-7
2000· article· en· Time to knit· Health Professions
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
Slowing my collision course with burnout
Paul Martin
2021· article· en· Canadian Urological Association Journal· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editorial
Julian Ashton
2024· editorial· es· Journal of Public Mental Health· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Quality of Life Within the Profession
Jamie K. Roney
2018· article· en· Sigma's 29th International Nursing Research Congress· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
A breath of fresh air
Carol Davis
2009· article· en· Nursing Standard· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Stadtplan herne pdf
2024· other· de· Zenodo (CERN European Organization for Nuclear Research)· Health Professions
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Stress-Related Disorders
2006· book-chapter· en· Kluwer Academic Publishers eBooks· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Doctors' health
Joan M. Brewster
2008· article· en· BMJ· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Former des médecins plus résilients
Nicholas Pimlott
2008· article· fr· Europe PMC (PubMed Central)· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Tackling physician burnout: Too little, too late?
Madura Nanthakumaran, Alice K. Colthurst, James W. Patrick
2019· article· en· Canadian Medical Association Journal· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Management of Stress
Alex C. Michalos
2014· book-chapter· en· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
The Second Time Around
William H. Green
2006· article· en· Journal of Obstetrics and Gynaecology Canada· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
Coping strategies among acute and critical care nurses: a scoping review
Amina Silva, Kendra-Lee Dupuis, Ken Lotherington, Jenna Celli, Kimberlyn Kulawic, Julia Luvizutto +2 more
2025· article· en· Canadian Journal of Anesthesia/Journal canadien d anesthésie· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Life coaching for doctors
Murray Erlich
2020· editorial· en· Canadian Journal of Ophthalmology· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About