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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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Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature
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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.

3,807 results · 1 filter active ·
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20012024
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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.
3,807 works in the cohort · of 4,299,418page 1 of 77

Labels cover 8 of 3,807 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 3,807 of 3,807 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affno abstractunlabeled
Faculty Opinions recommendation of Guidelines for the echocardiographic assessment of the right heart in adults: a report from the American Society of Echocardiography endorsed by the European Association of Echocardiography, a registered branch of the European Society of Cardiology, and the Canadian Society of Echocardiography.
John Augoustides, Christopher Roscher
2010· dataset· en· Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature· Medicine
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
5
citations
affno abstractunlabeled
Faculty Opinions recommendation of Gain of 1q as a prognostic biomarker in wilms tumors (wts) treated with preoperative chemotherapy in the international society of paediatric oncology (SIOP) WT 2001 trial: A SIOP renal tumours biology consortium study.
Armando J. Lorenzo, Roberto Iglesias Lopes
2017· dataset· en· Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affno abstractunlabeled
Faculty Opinions recommendation of Validity of acute stroke lesion volume estimation by diffusion-weighted imaging-Alberta Stroke Program Early Computed Tomographic Score depends on lesion location in 496 patients with middle cerebral artery stroke.
Shyam Prabhakaran, Rajbeer Singh Sangha
2014· dataset· en· Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
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How this was built: Screen · Findings · About