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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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Professional Case Management
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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.

116 results · 1 filter active ·
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20072025
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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.
116 works in the cohort · of 4,299,418page 3 of 3

Labels cover 0 of 116 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 116 of 116 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The Case for Dual Certification
Patricia Nunez
2023· article· en· Professional Case Management· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
affunlabeled
The Next Half of the Battle
Patrice V. Sminkey
2012· article· en· Professional Case Management· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
On-the-Job Training Is Good Enough, Right?
Rebecca Perez
2022· article· en· Professional Case Management· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
Quality Living Has No Expiry Date
Clara de Necker
2017· article· en· Professional Case Management· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Guns, Case Management, and Return to Work
Marcy Tigerman
2013· article· en· Professional Case Management· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations

How this was built: Screen · Findings · About