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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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Gambling Behavior and Treatments
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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.

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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.

2,819 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.
2,819 works in the cohort · of 4,299,418page 1 of 57

Labels cover 14 of 2,819 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 2,819 of 2,819 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affno abstractunlabeled
Canadian Problem Gambling Index
J. Ferris, H. Wynne, E. Single
2011· dataset· en· PsycTESTS Dataset· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
497
citations
affno abstractunlabeled
Gambling disorders
David C. Hodgins, Jonathan N. Stea, Jon E. Grant
2011· review· en· The Lancet· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
444
citations
affno abstractunlabeled
Gambling disorder
Marc N. Potenza, Iris M. Balodis, Jeffrey L. Derevensky, Jon E. Grant, Nancy M. Petry, Antonio Verdejo‐García +1 more
2019· review· en· Nature Reviews Disease Primers· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
400
citations
affno abstractunlabeled
Cue-Induced Brain Activity in Pathological Gamblers
David Crockford, Bradley G. Goodyear, Jodi D. Edwards, Jeremy Quickfall, Nady el‐Guebaly
2005· article· en· Biological Psychiatry· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
374
citations
affunlabeled
Cognitive Treatment of Pathological Gambling
Robert Ladouceur, Caroline Sylvain, C Boutin, Stella Lachance, Céline Doucet, Jean Leblond +1 more
2001· article· en· The Journal of Nervous and Mental Disease· Psychology
distilled prediction:candidate · noneconsensus · none
354
citations
affunlabeled
REVIEW ARTICLES
Rachel A. Volberg, Rina Gupta, Mark D. Griffiths, Daníel Þór Ólason, Paul Delfabbro
2010· article· en· International Journal of Adolescent Medicine and Health· Psychology
distilled prediction:candidate · noneconsensus · none
262
citations
affno abstractunlabeled
The personality of pathological gamblers: A meta-analysis
Vance V. MacLaren, Johnathan A. Fugelsang, Kevin Harrigan, Michael J. Dixon
2011· review· en· Clinical Psychology Review· Psychology
distilled prediction:candidate · metaepi_narrow+metaepi_broad+research_integrity+insufficient_payloadconsensus · metaepi_broad+insufficient_payload
254
citations
affno abstractunlabeled
The subtyping of pathological gambling: A comprehensive review
Aleks Milosevic, David M. Ledgerwood
2010· review· en· Clinical Psychology Review· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
214
citations
affno abstractunlabeled
When Passion Leads to Problematic Outcomes: A Look at Gambling
Catherine F. Ratelle, Robert J. Vallerand, Geneviève A. Mageau, François Rousseau, Pierre Provencher
2004· article· en· Journal of Gambling Studies· Psychology
distilled prediction:candidate · noneconsensus · none
210
citations
affaboutunlabeled
Youth gambling problems: a public health perspective
Carmen Messerlian
2005· review· en· Health Promotion International· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
204
citations
affvenueaboutunlabeled
A National Survey of Gambling Problems in Canada
Brian J. Cox, Nancy Yu, Tracie O. Afifi, Robert Ladouceur
2005· article· en· The Canadian Journal of Psychiatry· Psychology
distilled prediction:candidate · noneconsensus · none
200
citations

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