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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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LGBTQ Health, Identity, and Policy
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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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aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

3,934 results · 1 filter active ·
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20002025
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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.
3,934 works in the cohort · of 4,299,418page 11 of 79

Labels cover 18 of 3,934 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 3,934 of 3,934 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Advancing LGBTQI health research
Tonia Poteat, Carmen H. Logie, L Leigh Ann van der Merwe
2021· article· en· The Lancet· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
44
citations
affunlabeled
Suicidal Ideation and Suicide Attempts Among Lesbian, Gay, Bisexual, Pansexual, Queer, and Asexual Youth: Differential Impacts of Sexual Orientation, Verbal, Physical, or Sexual Harassment or Assault, Conversion Practices, Family or Household Religiosity, and School Experience
Adam O. Hill, Anthony Lyons, Jennifer Power, Natalie Amos, Olivier Ferlatte, Jami Jones +2 more
2022· article· en· LGBT Health· Psychology
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
44
citations
affaboutunlabeled
First- and Second-Hand Experiences of Enacted Stigma Among LGBTQ Youth
Amy L. Gower, Cheryl Ann B. Valdez, Ryan J. Watson, Marla E. Eisenberg, Christopher J. Mehus, Elizabeth Saewyc +3 more
2019· article· en· The Journal of School Nursing· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
43
citations
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How this was built: Screen · Findings · About