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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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McGill Journal of Medicine
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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
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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.

676 results · 1 filter active ·
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20012025
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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.
676 works in the cohort · of 4,299,418page 13 of 14

Labels cover 2 of 676 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 676 of 676 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
Ethics and Current Medical Controversies
Ada Stefanescu, Alice Yang Zhang, Yin Ge
2020· article· en· McGill Journal of Medicine· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Acid Base Abnormalities
Tharaniya Vallipuram
2022· article· en· McGill Journal of Medicine· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Abstracts from NeuroSymposium 2022
2022· article· en· McGill Journal of Medicine· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Approach to Ischemic Stroke
Meaghan Wunder
2021· article· en· McGill Journal of Medicine· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Expanding the frontiers of the MJM
Jana Taylor
2020· article· en· McGill Journal of Medicine· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Book Review: Pragmatic Bioethics
A. M. Viens
2020· article· en· McGill Journal of Medicine· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Approach to Ischemic Stroke
Meaghan Wunder
2022· article· en· McGill Journal of Medicine· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Host Genetics of Tuberculosis Susceptibility
Tania Di Pietrantonio, Caroline J. Gallant, Erwin Schurr
2020· article· en· McGill Journal of Medicine· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
Letter from the Editors
Lee H. Sterling, Rachel La Selva, Shawn Shao
2017· letter· en· McGill Journal of Medicine· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
afffundvenueaboutunlabeled
Cheers! The Northern Quebec Experience
Mahan Mathur
2020· article· en· McGill Journal of Medicine· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Approach to: Ocular trauma
Jobanpreet Dhillon
2021· article· en· McGill Journal of Medicine· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Medical Care in the Arctic and on orbit
David Saint-Jacques
2020· article· en· McGill Journal of Medicine· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
VR over Matter
2025· article· en· McGill Journal of Medicine· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
Approach to: Ptosis
Nikhil Patil, Adnan Pirbhai
2024· article· en· McGill Journal of Medicine· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
Approach to: Syncope
2025· article· en· McGill Journal of Medicine· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
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