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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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Substance Abuse Treatment Prevention and Policy
Topic
Retraction
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Label agreement
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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.

192 results · 1 filter active ·
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20062025
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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.
192 works in the cohort · of 4,299,418page 1 of 4

Labels cover 0 of 192 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 192 of 192 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Relapse prevention for addictive behaviors
Christian S. Hendershot, Katie Witkiewitz, William H. George, G. Alan Marlatt
2011· review· en· Substance Abuse Treatment Prevention and Policy· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
459
citations
afffundunlabeled
Chronic pain and opioid misuse: a review of reviews
Pauline Voon, Mohammad Karamouzian, Thomas Kerr
2017· review· en· Substance Abuse Treatment Prevention and Policy· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
195
citations
afffundunlabeled
Relief-oriented use of marijuana by teens
Joan L. Bottorff, Joy L. Johnson, Barbara Moffat, Tamsin Mulvogue
2009· article· en· Substance Abuse Treatment Prevention and Policy· Medicine
distilled prediction:candidate · noneconsensus · none
95
citations
afffundaboutunlabeled
Recent changes in trends of opioid overdose deaths in North America
Sameer Imtiaz, Kevin D. Shield, Benedikt Fischer, Tara Elton‐Marshall, Bundit Sornpaisarn, Charlotte Probst +1 more
2020· article· en· Substance Abuse Treatment Prevention and Policy· Medicine
distilled prediction:candidate · noneconsensus · none
58
citations
afffundunlabeled
Harms of prescription opioid use in the United States
Sameer Imtiaz, Kevin D. Shield, Benedikt Fischer, Jürgen Rehm
2014· article· en· Substance Abuse Treatment Prevention and Policy· Medicine
distilled prediction:candidate · noneconsensus · none
45
citations
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How this was built: Screen · Findings · About