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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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Expert Opinion on Drug 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.

affaffiliation
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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.

120 results · 1 filter active ·
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20022025
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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.
120 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 120 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 120 of 120 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Adverse reactions to first-line antituberculosis drugs
Eric J Forget, Dick Menzies
2006· review· en· Expert Opinion on Drug Safety· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
316
citations
affunlabeled
Adverse reactions to β-lactam antimicrobials
Philippe Lagacé‐Wiens, Ethan Rubinstein
2012· review· en· Expert Opinion on Drug Safety· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
99
citations
affunlabeled
Breast cancer treatment-induced cardiotoxicity
Samuel Martel, Christian Maurer, Matteo Lambertini, Noam Pondé, Evandro de Azambuja
2017· review· en· Expert Opinion on Drug Safety· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
81
citations
affunlabeled
Celecoxib and cardiovascular risks
James M. Brophy
2005· review· en· Expert Opinion on Drug Safety· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
57
citations
affunlabeled
Anticonvulsant hypersensitivity syndrome: an update
Simon R. Knowles, Norman Dewhurst, Neil H. Shear
2012· review· en· Expert Opinion on Drug Safety· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
52
citations
afffundunlabeled
Oral hypoglycemic agents for gestational diabetes mellitus?
Ana Cristina Maymone, Jean‐Patrice Baillargeon, Julie Ménard, Jean‐Luc Ardilouze
2011· review· en· Expert Opinion on Drug Safety· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
40
citations
affunlabeled
Evaluating safety in hyaluronic acid lip injections
Tyler Safran, Arthur Swift, Sebastian Cotofana, Andreas Nikolis
2021· review· en· Expert Opinion on Drug Safety· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
36
citations
affunlabeled
Famciclovir: a focus on efficacy and safety
Samira Mubareka, Vyl Leung, Fred Y. Aoki, Donald C. Vinh
2010· review· en· Expert Opinion on Drug Safety· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
31
citations
affunlabeled
Antidepressant use in pregnancy
Laura Lorenzo, Barbara Byers, Adrienne Einarson
2011· review· en· Expert Opinion on Drug Safety· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
31
citations
affunlabeled
The safety of antidepressant use in pregnancy
Sanjog Kalra, L. Ingeborgh van den Born, Moumita Sarkar, Adrienne Einarson
2005· review· en· Expert Opinion on Drug Safety· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
28
citations
affunlabeled
Drug safety evaluation of pregabalin
Cory Toth
2012· review· en· Expert Opinion on Drug Safety· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
27
citations
affaboutunlabeled
Labetalol for hypertension in pregnancy
Laura A. Magee, Shirin Namouz-Haddad, Vivien Cao, Gideon Koren, Peter von Dadelszen
2015· review· en· Expert Opinion on Drug Safety· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
27
citations

How this was built: Screen · Findings · About