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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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Sex work and related issues
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
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.

2,712 results · 1 filter active ·
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20002025
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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.
2,712 works in the cohort · of 4,299,418page 1 of 55

Labels cover 4 of 2,712 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 2,712 of 2,712 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Sex-work harm reduction
Michael L. Rekart
2005· review· en· The Lancet· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
504
citations
affaboutunlabeled
Prostitution and Trafficking in Nine Countries
Melissa Farley, Ann J. Cotton, Jacqueline Lynne, Sybille Zumbeck, Frida Spiwak, María Eugenia Peña Reyes +2 more
2004· article· en· Journal of Trauma Practice· Social Sciences
distilled prediction:candidate · noneconsensus · none
300
citations
affunlabeled
HIV Prevention Among Sex Workers in India
Ishika Basu, Smarajit Jana, Mary Jane Rotheram‐Borus, Dallas Swendeman, Sung‐Jae Lee, Peter A. Newman +1 more
2004· article· en· JAIDS Journal of Acquired Immune Deficiency Syndromes· Social Sciences
distilled prediction:candidate · noneconsensus · none
286
citations
afffundno abstractunlabeled
The global response and unmet actions for HIV and sex workers
Kate Shannon, Anna-Louise Crago, Stefan Baral, Linda‐Gail Bekker, Deanna Kerrigan, Michele R. Decker +7 more
2018· review· en· The Lancet· Social Sciences
distilled prediction:candidate · stsconsensus · none
261
citations
affunlabeled
Sex Work Research
Frances M. Shaver
2005· review· en· Journal of Interpersonal Violence· Social Sciences
distilled prediction:candidate · research_integrityconsensus · none
248
citations
affno abstractunlabeled
An action agenda for HIV and sex workers
Chris Beyrer, Anna-Louise Crago, Linda‐Gail Bekker, Jenny Butler, Kate Shannon, Deanna Kerrigan +11 more
2014· review· en· The Lancet· Social Sciences
distilled prediction:candidate · noneconsensus · none
237
citations
affunlabeled
Modern slavery and the race to fish
David Tickler, Jessica J. Meeuwig, Katharine Bryant, Fiona David, John A. H. Forrest, Elise Gordon +5 more
2018· article· en· Nature Communications· Social Sciences
distilled prediction:candidate · stsconsensus · none
182
citations
affaboutunlabeled
The Everyday Occurrence
Kendra Nixon, Leslie M. Tutty, Pamela Downe, Kelly Gorkoff, Jane Ursel
2002· article· en· Violence Against Women· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
158
citations
affunlabeled
Routes of Recruitment
Margaret Kennedy, Carolin Klein, Jessica T.K. Bristowe, Barry S. Cooper
2007· article· en· Journal of Aggression Maltreatment & Trauma· Social Sciences
distilled prediction:candidate · noneconsensus · none
155
citations

How this was built: Screen · Findings · About