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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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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 3 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.

aboutno affunlabeled
The positive aspects of a bisexual self-identification
Sharon S. Rostosky, Ellen D. B. Riggle, David Pascale-Hague, LaWanda E. McCants
2010· article· en· Psychology and Sexuality· Psychology
distilled prediction:candidate · noneconsensus · none
144
citations
affno abstractunlabeled
Suicide Risk and Sexual Orientation: A Critical Review
Martin Plöderl, Eric‐Jan Wagenmakers, Pierre Tremblay, Richard Ramsay, Karl Kralovec, Clemens Fartacek +1 more
2013· review· en· Archives of Sexual Behavior· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
142
citations
affunlabeled
Severe Mental Illness in LGBT Populations: A Scoping Review
Sean A. Kidd, Meg Howison, Merrick Pilling, Lori E. Ross, Kwame McKenzie
2016· review· en· Psychiatric Services· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
139
citations
aboutno affunlabeled
Never Going Back
Tom Warner
2002· book· en· University of Toronto Press eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
127
citations
affunlabeled
Community and Drug Use among Gay Men
Richard M. Carpiano, Brian C. Kelly, Adam Easterbrook, Jeffrey T. Parsons
2011· article· en· Journal of Health and Social Behavior· Psychology
distilled prediction:candidate · noneconsensus · none
124
citations
afffundaboutunlabeled
“It’s for us –newcomers, LGBTQ persons, and HIV-positive persons. You feel free to be”: a qualitative study exploring social support group participation among African and Caribbean lesbian, gay, bisexual and transgender newcomers and refugees in Toronto, Canada
Carmen H. Logie, Ashley Lacombe‐Duncan, Nakia Lee‐Foon, Shannon Ryan, Hope Ramsay
2016· article· en· BMC International Health and Human Rights· Psychology
distilled prediction:candidate · noneconsensus · none
123
citations
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