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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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BMJ Quality & Safety
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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.

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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.

409 results · 1 filter active ·
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20012025
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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.
409 works in the cohort · of 4,299,418page 5 of 9

Labels cover 6 of 409 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 409 of 409 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Top-down and bottom-up approaches to low-value care
Andrea M. Patey, Christine Soong
2022· letter· en· BMJ Quality & Safety· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
21
citations
affunlabeled
Informed consent: moral necessity or illusion?
L Doyal
2001· article· en· BMJ Quality & Safety· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
15
citations
affunlabeled
Ethical implications of excessive cluster sizes in cluster randomised trials
Karla Hemming, Monica Taljaard, Gordon Forbes, Sandra Eldridge, Charles Weijer
2018· article· en· BMJ Quality & Safety· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity
14
citations
affunlabeled
Estimating preventable hospital deaths: the authors reply
Kaveh G Shojania, Mary Dixon‐Woods
2017· letter· en· BMJ Quality & Safety· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
12
citations
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How this was built: Screen · Findings · About