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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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European journal of psychotraumatology
Topic
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.

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.

152 results · 1 filter active ·
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20102025
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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.
152 works in the cohort · of 4,299,418page 1 of 4

Labels cover 0 of 152 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 152 of 152 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Mental health responses to COVID-19 around the world
Miranda Olff, Indira Primasari, Yulan Qing, Bruno Messina Coimbra, Ani Hovnanyan, Emma Grace +3 more
2021· article· en· European journal of psychotraumatology· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
105
citations
affunlabeled
A decennial review of psychotraumatology: what did we learn and where are we going?
Miranda Olff, Ananda B. Amstadter, Chérie Armour, Marianne Skogbrott Birkeland, Éric Bui, Marylène Cloître +8 more
2019· review· en· European journal of psychotraumatology· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
81
citations
affunlabeled
The global collaboration on traumatic stress
Ulrich Schnyder, Ingo Schäfer, Helene Flood Aakvaag, Dean Ajduković, Anne Bakker, Jonathan I. Bisson +14 more
2017· article· en· European journal of psychotraumatology· Psychology
distilled prediction:candidate · noneconsensus · none
42
citations
affunlabeled
The neurobiology of PTSD
Ruth A. Lanius, Miranda Olff
2017· editorial· en· European journal of psychotraumatology· Psychology
distilled prediction:candidate · metaepi_narrow+open_science+research_integrityconsensus · none
22
citations
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How this was built: Screen · Findings · About