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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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BMC Medical Research Methodology
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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.

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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.

504 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.
504 works in the cohort · of 4,299,418page 8 of 11

Labels cover 25 of 504 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 504 of 504 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Developing a tool to assess the skills to perform a health technology assessment
Julia Bidonde, José F. Meneses-Echávez, Brian Asare, Lumbwe Chola, Mohamed Gad, Lieke Fleur Heupink +8 more
2022· article· en· BMC Medical Research Methodology· Economics, Econometrics and Finance
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · metaresearch+insufficient_payload
10
citations
affunlabeled
SurvdigitizeR: an algorithm for automated survival curve digitization
Jasper Zhongyuan Zhang, Juan David Ríos, Tilemanchos Pechlivanoglou, Alan Hao Yang, Qiyue Zhang, Dimitrios Deris +2 more
2024· article· en· BMC Medical Research Methodology· Mathematics
distilled prediction:candidate · metaresearchconsensus · metaresearch
8
citations
affunlabeled
Heterogeneity and event dependence in the analysis of sickness absence
Isabel Torá‐Rocamora, David Gimeno, George L. Delclos, Fernando G. Benavides, Rafael Manzanera, Josefina Jardí +3 more
2013· article· en· BMC Medical Research Methodology· Medicine
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
8
citations
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How this was built: Screen · Findings · About